Abstract
Purpose
Given the relatively high incidence of both endometriosis and breast cancer, investigating the potential connection between these gynecological diseases is of substantial clinical significance. However, there is no clear consensus in the literature on the extent to which the risk of breast cancer is increased in patients with endometriosis. Therefore, we conducted a large-scale observational study investigating the association between endometriosis and breast cancer risk.
Methods
This study included women aged ≥ 18 years with an initial endometriosis diagnosis from one of 315 office-based gynecologists in Germany between January 2005 and December 2021. Non-endometriosis patients were matched 1:1 to patients with endometriosis based on age, index year, average yearly consultation frequency, and predefined co-diagnoses within 12 months before or on the index date, including obesity and benign breast disorders. The association between endometriosis and the 10-year incidence of breast cancer was studied using Kaplan–Meier curves and log-rank tests. Finally, a univariable Cox regression analysis was conducted to assess the association between endometriosis and breast cancer.
Results
Over a follow-up period of up to 10 years, no significant difference was observed between the endometriosis (2.4%) and the matched non-endometriosis group (2.5%) with regard to breast cancer diagnoses. Furthermore, the regression analysis revealed no significant association between endometriosis and subsequent breast cancer.
Conclusion
In summary, our comprehensive 10-year study involving a substantial sample of women indicates that endometriosis is not significantly associated with an increased risk of subsequent breast cancer.
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Introduction
Endometriosis affects approximately 5–10% of women of reproductive age and is characterized by the presence of endometrial tissue outside the uterus [1]. Endometriotic lesions are typically located in the pelvic region and are most commonly found in the sacrouterine ligament, ovaries, and the peritoneum of the pouch of Douglas and of the bladder [2]. Based on the histopathology and location, endometriosis can be divided into three subtypes: superficial peritoneal lesions, deep infiltrating endometriosis (DIE), and ovarian cysts (endometriomas) [3]. The main proposed hypotheses for the etiology of endometriosis are retrograde menstruation theory (transplantation of endometrial cell into the peritoneal cavity) and coelomic metaplasia theory (transformation of peritoneal mesothelium into the endometrium). There is broad evidence that endometriotic lesions are initiated and sustained through a complex interplay of molecular processes, including inflammatory response, immune dysregulation, proangiogenic factors, and endocrine regulation [4]. Although endometriosis is considered a benign gynecological disease, the underlying pathophysiologic mechanisms and growth patterns of deep infiltrating endometriosis (e.g., invasion of surrounding structures) resemble those of a malignant disease [5].
Sampson was the first to describe the link between endometriosis and ovarian cancer in 1925, and the increased risk of cancer in patients with endometriosis was confirmed in a number of studies over the following decades [6, 7]. In particular, Pearce et al. conducted a large pooled analysis of 13 case–control studies and found that endometriosis was associated with a significantly increased risk of clear cell and endometrioid ovarian cancer (OR of 3.05, 95% CI 2.43–3.84 and OR of 2.04, 95% CI 1.67–2.48, respectively) [7], findings that were also supported by a number of further large meta-analyses [8, 9]. Given that endometriosis can lead to systemic pro-oncogenic changes, such as chronic inflammation [10, 11] and an abnormal hormonal environment [12], additional studies have also explored a potential association between endometriosis and distant cancers, such as breast cancer [13]. Notably, endometriosis and breast cancer also share many risk factors such as prolonged estrogen exposure from early menarche to late menopause and nulliparity [14, 15]. However, there are conflicting results in the literature regarding the association between endometriosis and risk of subsequent breast cancer. For example, in a meta-analysis of cohort and case–control studies, Ye and colleagues showed that women with endometriosis had an increased risk of breast cancer (RR of 1.082, 95% CI 1.001–1.169) [16]. By contrast, the systematic literature review and meta-analysis published previously by Gandini et al. did not demonstrate any increased risk of breast cancer among women with endometriosis (SRR 1.04, 95% CI 0.99–1.09) [17]. However, many studies are limited by their inclusion of self-reports (no medically confirmed diagnosis of endometriosis), a short observation period, and a small number of adjustment factors to reduce confounding. In light of these constraints, there is a compelling need for further evidence to elucidate the potential association between endometriosis and breast cancer. Therefore, the aim of this retrospective cohort study, which included 30,484 women, was to analyze the risk of breast cancer in endometriosis patients followed in 315 gynecological practices in Germany. The goal was to generate more evidence regarding the extent to which there is an increased risk of breast cancer among endometriosis patients.
Methods
Database
This retrospective cohort study was based on data from the Disease Analyzer database (IQVIA). This database has already been used in several previous studies focusing on breast cancer [18,19,20,21,22] and contains anonymized data on diagnoses and prescriptions as well as basic medical and demographic data from computer systems used in participating office-based practices [23]. The database includes data from approximately 3000 office-based practices in Germany. The sampling method for the Disease Analyzer database uses statistics from the German Medical Association to determine the panel design based on specialist group, German federal state, community size category, and physician age. It has previously been shown that the panel of practices included in the Disease Analyzer database is representative of general and specialized practices in Germany [23].
Study population
This study included women aged ≥ 18 years with an initial endometriosis diagnosis (ICD-10: N80) from one of 315 office-based gynecologists in Germany between January 2005 and December 2021 (index date; Fig. 1). One further inclusion criterion was an observation time of at least 12 months prior to the index date. Patients with cancer diagnoses prior to or on the index date were excluded. After applying similar inclusion criteria, women without endometriosis diagnoses were matched to women with endometriosis using greedy propensity score matching (1:1) based on age (± 1 year), index year, average yearly consultation frequency during the follow-up, and predefined co-diagnoses documented within 12 months prior to or on the index date, obesity (ICD-10: E66), disorders of the breast including benign dysplasia, hypertrophy, inflammation, or unspecified lump (ICD-10: N60–N65), and benign, in situ or uncertain behavior neoplasms of the breast (ICD-10: D05, D24, D48.6, D49.3). For the non-endometriosis cohort, the index date was that of a randomly selected visit between January 2005 and December 2021 (Fig. 1).
Study outcomes and statistical analyses
The outcome of the study was the initial diagnosis of breast cancer (ICD-10: C50) up to ten years following the index date as a function of endometriosis. Differences between the endometriosis and non-endometriosis cohorts in terms of sample characteristics and diagnosis prevalence were compared using the Wilcoxon signed-rank test for continuous variables, the McNemar test for categorical variables with two categories, and the Stuart-Maxwell test for categorical variables with more than two categories.
The 10-year cumulative incidence of breast cancer in the cohort with and without endometriosis was also examined using Kaplan–Meier curves, and these curves were compared using the log-rank test. Finally, a univariable Cox regression analysis was conducted to assess the association between endometriosis and breast cancer. The results of the Cox regression model are displayed as hazard ratios (HRs) and 95% confidence intervals (CIs). Cox regression analyses were also conducted separately for four age groups (≤ 30, 31–40, 41–50, > 50 years). These age groups were classified based on age distribution among endometriosis patients (90.3% are ≤ 50 years old). Due to the multiple comparisons and large patient samples involved in this study, a p value of < 0.01 was considered statistically significant. Analyses were carried out using SAS version 9.4 (SAS Institute, Cary, USA).
Results
Basic characteristics of the study sample
The present study included 15,242 women with endometriosis and 15,242 women without endometriosis. The basic characteristics of the study patients are displayed in Table 1. The mean age was 35.7 (standard deviation (SD): 9.6–9.8) years, and more than 90% of patients were aged 50 years or younger. Patients visited their gynecologists an average of 3.2 times per year during the follow-up period. Due to the matched pairs design, no significant differences were observable between both cohorts in terms of age, visit frequency, or co-morbidities (Table 1).
Association between endometriosis and subsequent breast cancer
After up to 10 years of follow-up, 2.4% of endometriosis patients and 2.5% of matched non-endometriosis cohort patients (p = 0.888) had been diagnosed with breast cancer (Fig. 2).
No significant association between endometriosis and subsequent breast cancer (HR: 0.98; 95% CI 0.79–1.23) (Table 2) was observed in the regression analysis, nor were any significant associations observed in age-stratified analyses (Table 2).
Discussion
In this retrospective cohort study, we examined the association between endometriosis and the 10-year incidence of breast cancer in 15,242 women with endometriosis and an equal number of patients without endometriosis. To the best of our knowledge, this was the first cohort study from Germany investigating the potential association between endometriosis and subsequent breast cancer. The study found no significant association between endometriosis and subsequent breast cancer, both in the overall analysis and when considering individual age groups. Previous studies investigating the association between endometriosis and breast cancer have reported mixed results. In line with several publications, our study found that endometriosis was not associated with overall breast cancer risk [13, 24,25,26]. Nevertheless, other studies demonstrated a positive association between endometriosis and breast cancer [27,28,29,30]. In particular, Brinton et al. analyzed the risk of cancer after hospitalization for endometriosis using data from a nationwide Swedish inpatient register and found a significantly higher proportion of patients with breast cancer (SIR of 1.3, 95% CI 1.1–1.4), although it should be noted that the authors did not control for any confounders [24, 27]. In addition, Chuang and colleagues conducted a nested case–control study using data from the Taiwan National Health Insurance Research Database (NHIRD) and indicated that endometriosis (OR of 1.44, 95% CI 1.15–1.80) was associated with an increased breast cancer risk. Finally, the strongest association was demonstrated by Schairer et al., who examined a cohort of 15,844 women in the Uppsala health care region of Sweden who underwent gynecological surgery and revealed that endometriosis patients who had had a hysterectomy without ovarian ablation had a significantly higher breast cancer risk (SMR 3.2; 95% CI 1.2–8.0), whereas those who had had an oophorectomy without hysterectomy did not exhibit any significantly increased risk (SMR 1.7; 95% CI 0.7–4.1) [30, 31]. The inconsistency of the aforementioned study results may also be due to the occurrence of different biases as a result of confounding, missing data, criteria for participant selection, etc. In particular, the influence of factors such as infertility, which can arise from endometriosis and represents a risk factor for breast cancer, must be noted. As an example of missing data affecting study results, the use of oral contraceptives (including GnRH analogs), which are used in the treatment of endometriosis and also influence the risk of breast cancer, must be mentioned [1, 31].
There was also no association between endometriosis and breast cancer when individual age groups were considered. Given the median age at menopause among women from industrialized countries ranging between 50 and 52 years, it can also be assumed that menopausal status did not play any role in our study. Our results are consistent with previous studies, which also indicated that endometriosis is not associated with breast cancer regardless of menopausal status [13, 32]. However, one case–control study by Weiss et al. revealed an increased risk of breast cancer in premenopausal women with endometriosis (OR 1.99; 95% CI 1.0–4.0) [33].
We also found that the cumulative breast cancer incidence for patients with endometriosis was 2.4%, compared to 2.5% for those without endometriosis (Fig. 2). When comparing our national data from gynecological practices with cancer registry data from the Robert Koch Institute (RKI) in Germany, we found a slightly lower 10-year incidence rate for breast cancer in the latter. In particular, based on cancer registry data from 2018, breast cancer incidence in Germany in women aged 35 years was 1% (1 in 100) compared to 2% in women aged 45 years (1 in 46) [34]. Based on the mean age of 35.7 years in our study, it could be reasonable expect a slightly lower 10-year BC incidence. However, the incidence from office-based data may be higher than that arising from the cancer registry data due to good gynecological screening (e.g., breast sonography) by gynecologists [20]. Furthermore, it should be noted that the comparison of these data is limited by the lack of RKI cancer registry data for 2023.
Moreover, our data analysis revealed that patients visited their gynecologists an average of 3.2 times per year during the follow-up (Table 1). Even among patients treated by gynecologists, the time to endometriosis diagnosis is known to be relatively long, averaging a mean time of 4.4 years from symptom onset, and is accompanied by a high consultation frequency due to persistent pain [35]. Thus, consultation frequency needs to be considered as confounding when examining the association between endometriosis and BC in order to determine if an association between endometriosis and breast cancer incidence is a consequence of bias driven by better access of endometriosis patients to gynecological care. Analyzing the studies included in the meta-analysis by Kvaskoff et al. it becomes apparent that none of the studies included adjustments for consultation frequency [9]. Adjusted for this factor, our study can thus provide further evidence to clarify whether endometriosis patients have a higher breast cancer risk.
In summary, endometriosis was not found to be associated with a higher risk of overall breast cancer. Although the preliminary results are reassuring, gynecologists should continue to perform regular breast examinations on their endometriosis patients.
Strengths and limitations
The major strengths of this retrospective study are the large sample size, the duration of follow-up (10 years), the medically confirmed diagnosis of endometriosis, the accurate adjustment for a plethora of factors (e.g., based on average annual consultation frequency during the follow-up period and an abundance of patients diagnosed with benign breast diseases), and the use of continuously updated data collected in 315 office-based gynecological practices in Germany. Nonetheless, the study findings should also be interpreted in the light of several limitations. Given that data generation is based on ICD codification, effects of erroneous coding, incorrect diagnoses, or possible effects due to modest changes in ICD categorization during the observational period cannot be dismissed. Second, diagnoses availability of further information on endometriosis (e.g., severity, subtype, symptoms) and breast cancer (e.g., TNM-classification, histological, and molecular subtype) would have allowed for more detailed analyses. Third, there was a lack of data on lifestyle factors (e.g., smoking status and consumption of alcohol) and anamnestic factors (e.g., family history of breast cancer, menopausal status, parity, hormone replacement, contraceptive use), although these factors may have impacted the cumulative incidence of breast cancer. Fourth, endometriosis and breast cancer have been diagnosed in specialized gynecological practices in Germany and the results of this study may not be extrapolated to other settings. Fifth, there is also a lack of hospital data and information on mortality.
Data availability
Anonymized raw data are available on reasonable request.
References
Zondervan KT, Becker CM, Koga K, Missmer SA, Taylor RN, Viganò P (2018) Endometriosis. Nat Rev Dis Primers 4(1):9. https://doi.org/10.1038/s41572-018-0008-5
Zondervan KT, Becker CM, Missmer SA (2020) Endometriosis. N Engl J Med 382(13):1244–1256. https://doi.org/10.1056/NEJMra1810764
Wang Y, Nicholes K, Shih IM (2020) The origin and pathogenesis of endometriosis. Annu Rev Pathol 15:71–95. https://doi.org/10.1146/annurev-pathmechdis-012419-032654
Vercellini P, Viganò P, Somigliana E, Fedele L (2014) Endometriosis: pathogenesis and treatment. Nat Rev Endocrinol 10(5):261–275. https://doi.org/10.1038/nrendo.2013.255
D’Alterio MN, D’Ancona G, Raslan M, Tinelli R, Daniilidis A, Angioni S (2021) Management challenges of deep infiltrating endometriosis. Int J Fertil Steril 15(2):88–94. https://doi.org/10.22074/IJFS.2020.134689
Sampson JA (1925) Endometrial carcinoma of the ovary, arising in endometrial tissue in that organ. Arch Surg 10(1):1–72. https://doi.org/10.1001/archsurg.1925.01120100007001
Pearce CL, Templeman C, Rossing MA, Lee A, Near AM, Webb PM, Nagle CM, Doherty JA, Cushing-Haugen KL, Wicklund KG, Chang-Claude J, Hein R, Lurie G, Wilkens LR, Carney ME et al (2012) Association between endometriosis and risk of histological subtypes of ovarian cancer: a pooled analysis of case-control studies. Lancet Oncol 13(4):385–394. https://doi.org/10.1016/S1470-2045(11)70404-1
Kim HS, Kim TH, Chung HH, Song YS (2014) Risk and prognosis of ovarian cancer in women with endometriosis: a meta-analysis. Br J Cancer 110(7):1878–1890. https://doi.org/10.1038/bjc.2014.29
Kvaskoff M, Mahamat-Saleh Y, Farland LV, Shigesi N, Terry KL, Harris HR, Roman H, Becker CM, As-Sanie S, Zondervan KT, Horne AW, Missmer SA (2021) Endometriosis and cancer: a systematic review and meta-analysis. Hum Reprod Update 27(2):393–420. https://doi.org/10.1093/humupd/dmaa045
Du Y, Liu X, Guo SW (2017) Platelets impair natural killer cell reactivity and function in endometriosis through multiple mechanisms. Hum Reprod 32(4):794–810. https://doi.org/10.1093/humrep/dex014
Reis FM, Petraglia F, Taylor RN (2013) Endometriosis: hormone regulation and clinical consequences of chemotaxis and apoptosis. Hum Reprod Update 19(4):406–418. https://doi.org/10.1093/humupd/dmt010
Zeitoun KM, Bulun SE (1999) Aromatase: a key molecule in the pathophysiology of endometriosis and a therapeutic target. Fertil Steril 72(6):961–969. https://doi.org/10.1016/s0015-0282(99)00393-3
Farland LV, Tamimi RM, Eliassen AH, Spiegelman D, Hankinson SE, Chen WY, Missmer SA (2016) Laparoscopically confirmed endometriosis and breast cancer in the Nurses’ Health Study II. Obstet Gynecol 128(5):1025–1031. https://doi.org/10.1097/aog.0000000000001684
Blass I, Sahar T, Shraibman A, Ofer D, Rappoport N, Linial M (2022) Revisiting the risk factors for endometriosis: a machine learning approach. J Pers Med 12(7):1114
Missmer SA, Hankinson SE, Spiegelman D, Barbieri RL, Marshall LM, Hunter DJ (2004) Incidence of laparoscopically confirmed endometriosis by demographic, anthropometric, and lifestyle factors. Am J Epidemiol 160(8):784–796. https://doi.org/10.1093/aje/kwh275
Ye J, Peng H, Huang X, Qi X (2022) The association between endometriosis and risk of endometrial cancer and breast cancer: a meta-analysis. BMC Womens Health 22(1):455. https://doi.org/10.1186/s12905-022-02028-x
Gandini S, Lazzeroni M, Peccatori FA, Bendinelli B, Saieva C, Palli D, Masala G, Caini S (2019) The risk of extra-ovarian malignancies among women with endometriosis: a systematic literature review and meta-analysis. Crit Rev Oncol Hematol 134:72–81. https://doi.org/10.1016/j.critrevonc.2018.12.009
Gremke N, Griewing S, Bausch E, Alymova S, Wagner U, Kostev K, Kalder M (2023) Therapy delay due to COVID-19 pandemic among European women with breast cancer: prevalence and associated factors. J Cancer Res Clin Oncol. https://doi.org/10.1007/s00432-023-05065-7
Jacob L, Koyanagi A, Haro JM, Shin JI, Smith L, Gremke N, Kalder M, Kostev K (2023) Is there an association between breast cancer and incident adhesive capsulitis of the shoulder? a retrospective cohort study from Germany. Support Care Cancer 31(6):347. https://doi.org/10.1007/s00520-023-07808-1
Gremke N, Wagner U, Kalder M, Kostev K (2023) Changes in the incidence of early-onset breast cancer in Germany between 2010 and 2022. Breast Cancer Res Treat. https://doi.org/10.1007/s10549-023-07048-1
Gremke N, Griewing S, Kostev K, Wagner U, Kalder M (2023) Association between gout and subsequent breast cancer: a retrospective cohort study including 67,598 primary care patients in Germany. Breast Cancer Res Treat. https://doi.org/10.1007/s10549-023-06944-w
Gremke N, Griewing S, Kalder M, Kostev K (2022) Positive association between body height and breast cancer prevalence: a retrospective study with 135,741 women in Germany. Breast Cancer Res Treat 196(2):349–354. https://doi.org/10.1007/s10549-022-06730-0
Rathmann W, Bongaerts B, Carius HJ, Kruppert S, Kostev K (2018) Basic characteristics and representativeness of the German Disease Analyzer database. Int J Clin Pharmacol Ther 56(10):459–466. https://doi.org/10.5414/CP203320
Bertelsen L, Mellemkjaer L, Frederiksen K, Kjaer SK, Brinton LA, Sakoda LC, van Valkengoed I, Olsen JH (2007) Risk for breast cancer among women with endometriosis. Int J Cancer 120(6):1372–1375. https://doi.org/10.1002/ijc.22490
Melin A, Sparén P, Persson I, Bergqvist A (2006) Endometriosis and the risk of cancer with special emphasis on ovarian cancer. Hum Reprod 21(5):1237–1242. https://doi.org/10.1093/humrep/dei462
Olson JE, Cerhan JR, Janney CA, Anderson KE, Vachon CM, Sellers TA (2002) Postmenopausal cancer risk after self-reported endometriosis diagnosis in the Iowa Women’s Health Study. Cancer 94(5):1612–1618. https://doi.org/10.1002/cncr.10370
Brinton LA, Gridley G, Persson I, Baron J, Bergqvist A (1997) Cancer risk after a hospital discharge diagnosis of endometriosis. Am J Obstet Gynecol 176(3):572–579. https://doi.org/10.1016/s0002-9378(97)70550-7
Borgfeldt C, Andolf E (2004) Cancer risk after hospital discharge diagnosis of benign ovarian cysts and endometriosis. Acta Obstet Gynecol Scand 83(4):395–400. https://doi.org/10.1111/j.0001-6349.2004.00305.x
Melin A, Sparén P, Bergqvist A (2007) The risk of cancer and the role of parity among women with endometriosis. Hum Reprod 22(11):3021–3026. https://doi.org/10.1093/humrep/dem209
Schairer C, Persson I, Falkeborn M, Naessen T, Troisi R, Brinton LA (1997) Breast cancer risk associated with gynecologic surgery and indications for such surgery. Int J Cancer 70(2):150–154. https://doi.org/10.1002/(sici)1097-0215(19970117)70:2%3c150::aid-ijc2%3e3.0.co;2-w
Munksgaard PS, Blaakaer J (2011) The association between endometriosis and gynecological cancers and breast cancer: a review of epidemiological data. Gynecol Oncol 123(1):157–163. https://doi.org/10.1016/j.ygyno.2011.06.017
Gold EB (2011) The timing of the age at which natural menopause occurs. Obstet Gynecol Clin North Am 38(3):425–440. https://doi.org/10.1016/j.ogc.2011.05.002
Weiss HA, Brinton LA, Potischman NA, Brogan D, Coates RJ, Gammon MD, Malone KE, Schoenberg JB (1999) Breast cancer risk in young women and history of selected medical conditions. Int J Epidemiol 28(5):816–823. https://doi.org/10.1093/ije/28.5.816
Barnes B, Kraywinkel K, Nowossadeck E, Schönfeld I, Starker A, Wienecke A, Wolf U (2016) Bericht zum Krebsgeschehen in Deutschland 2016. Robert Koch-Institut. https://edoc.rki.de/handle/176904/3264
Soliman AM, Fuldeore M, Snabes MC (2017) factors associated with time to endometriosis diagnosis in the United States. J Womens Health 26(7):788–797. https://doi.org/10.1089/jwh.2016.6003
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Open Access funding enabled and organized by Projekt DEAL. N.G. and S.G. were supported by the Clinician Scientist program (SUCCESS-program) of the Philipps-University and University Hospital Giessen and Marburg (UKGM).
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NG contributed to the design of the study, managed the literature searches, wrote the first draft of the manuscript, and corrected the manuscript. KK performed the data analyses, contributed to the design of the study, and corrected the manuscript. MK contributed to the design of the study and corrected the manuscript. SG, JG, AI, and UW provided conceptual and intellectual input. All authors have read and approved the final manuscript.
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The database used for this study includes only anonymized data in compliance with the provisions set forth in the applicable data protection laws. German law allows the use of anonymous electronic medical records for research purposes under certain conditions. In accordance with this legislation, it is not necessary to obtain informed consent from patients or approval from a medical ethics committee for this type of observational study that contains no directly identifiable data. Because patients were only queried as aggregates and no protected health information was available for queries, no Institutional Review Board approval was required for the use of this database or the completion of this study.
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Gremke, N., Griewing, S., Göhring, J. et al. Is there an association between endometriosis and subsequent breast cancer? A retrospective cohort study from Germany. Breast Cancer Res Treat 204, 359–365 (2024). https://doi.org/10.1007/s10549-023-07211-8
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DOI: https://doi.org/10.1007/s10549-023-07211-8