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ORIGINAL ARTICLES: ENDOMETRIOSIS Deep infiltrating endometriosis is a determinant factor of cumulative pregnancy rate after intracytoplasmic sperm injection/in vitro fertilization cycles in patients with endometriomas Marcos Ballester, M.D., a Anne Oppenheimer, M.D., a Emmanuelle Mathieu d Argent, M.D., a Cyril Touboul, M.D., a Jean-Marie Antoine, M.D., a Michelle Nisolle, M.D., Ph.D., b and Emile Daraï, M.D., Ph.D. a a Department of Obstetrics and Gynecology, H^opital Tenon, Assistance Publique des H^opitaux de Paris, Universite Pierre et Marie Curie, Paris, France; and b Department of Obstetrics and Gynecology, H^opital de la Citadelle, Universite deliege, Liege, Belgium Objective: To evaluate the cumulative pregnancy rate (CPR) per patient after in vitro fertilization/intracytoplasmic sperm injection (IVF-ICSI) cycles in patients with endometriomas and to evaluate the determinant factors of CPR per patient. Design: Retrospective study from January 2007 to October 2008. Setting: Tertiary care university hospital. Patient(s): 103 patients who had undergone IVF treatment, comprising isolated endometriomas (n ¼ 30) and endometriomas with associated deep infiltrating endometriosis (DIE) (n ¼ 73). Intervention(s): None. Main Outcome Measure(s): Clinical pregnancy rate after IVF-ICSI cycle. Result(s): The total number of cycles was 162, and the median number of cycles per patient was 1 (1 to 5). Fifty-eight women (56.3%) became pregnant. The total number of endometriomas and size of the largest endometrioma and bilateral endometriomas had no impact on the CPR per patient. Using multivariable analysis, the associated DIE and antim ullerian hormone serum level (%1 ng/ml) were independent factors associated with a decrease in the pregnancy rate per patient. Overall, the CPR per patient was 73.7%, and it increased until the third cycle with no benefit for additional cycles. The CPR per patient for women with isolated endometriomas and women with endometriomas and associated DIE was 82.5% and 69.4%, respectively. Conclusion(s): Associated DIE has a negative impact on assisted reproduction results in patients with endometriomas. Moreover, our data show that after three IVF-ICSI cycles the CPR per patient is not improved and that surgery should be considered. (Fertil Steril Ò 2012;97:367 72. Ó2012 by American Society for Reproductive Medicine.) Key Words: Cumulative pregnancy rate, deep infiltrating endometriosis, endometriomas, IVF Endometriosis, a well-known cause of infertility, often requires assisted reproductive therapy, mainly based on in vitro fertilization (IVF) or intracytoplasmic sperm injection (ICSI). Three types of endometriosis locations have been distinguished: peritoneal endometriosis, ovarian endometriosis Received September 9, 2011; revised and accepted November 17, 2011; published online December 15, 2011. M.B. has nothing to disclose. A.O. has nothing to disclose. E.M.d. has nothing to disclose. C.T. has nothing to disclose. J.-M.A. has nothing to disclose. M.N. has nothing to disclose. E.D. has nothing to disclose. Reprint requests: Emile Daraï, M.D., Ph.D., Service de Gynecologie-Obstetrique, H^opital Tenon, 4 rue de la Chine, 75020 Paris, France (E-mail: emile.darai@tnn.aphp.fr). Fertility and Sterility Vol. 97, No. 2, February 2012 0015-0282/$36.00 Copyright 2012 American Society for Reproductive Medicine, Published by Elsevier Inc. doi:10.1016/j.fertnstert.2011.11.022 (called endometrioma), and deep infiltrating endometriosis (DIE). Fertility results are often artificially analyzed according to the location of the endometriosis, but in practice these locations are often associated (1). A meta-analysis has demonstrated the positive impact of surgery on spontaneous fertility for patients with stages I II according to the American Society of Reproductive Medicine (ASRM) classification of endometriosis (2). In contrast, a recent meta-analysis of patients with isolated endometriomas demonstrated the absence of a positive impact on fertility outcomes of removing endometrioma before a first IVF-ICSI cycle but did not evaluate the cumulative pregnancy rate (CPR) (3). Although retrospective studies (4 6) have suggested that removal of DIE enhances both spontaneous and assisted reproductive therapy (ART) pregnancy rates, some debate remains as to the indication for surgery in patients with infertility VOL. 97 NO. 2 / FEBRUARY 2012 367

ORIGINAL ARTICLE: ENDOMETRIOSIS associated with DIE (7, 8). Finally, endometriomas are often associated with DIE, which raises the issue of their concomitant surgical treatment before ART (9). Therefore, there is a need to evaluate the CPR of infertile patients with endometriomas with and without DIE, not just the fertility outcomes after first IVF-ICSI cycle. Our retrospective study evaluated the CPR per patient after IVF-ICSI cycles in patients with endometriomas with and without DIE and determined the prognostic factors of the fertility outcomes. MATERIAL AND METHODS Patients From January 2007 to October 2008, 103 women who had undergone IVF treatment were retrospectively identified. All of them had been infertile for at least 1 year. The fertility investigations included hysterosalpingography, cycle day-3 serum level measurements of estradiol (E 2 ), folliclestimulating hormone (FSH), inhibin B, antim ullerian hormone (AMH), transvaginal sonography, and semen analysis for the partner. Endometriosis identified based on physical examination, transvaginal sonography, and magnetic resonance imaging (MRI), using imaging criteria previously published elsewhere (10, 11). All the patients gave informed consent to participate in the study. The protocol was approved by the ethics committee of the College National des Gynecologues et Obstetriciens Français (CNGOF). The patients were divided into two groups. The endometrioma group (30 women) consisted of patients with isolated endometriomas without DIE. The endometrioma and DIE group (73 women) consisted of patients with the two types of endometriotic lesions in association. Procedure Patients were stimulated either by a long gonadotropinreleasing hormone agonist, a short agonist, or an antagonist protocol. Ovarian stimulation was begun once pituitary desensitization (E 2 level <50 pg/ml) had been achieved with doses of recombinant FSH ranging between 75 and 450 IU/day, depending on the patient s body mass index (BMI) and age, the size and number of the follicles, and the E 2 levels. Transvaginal oocyte retrieval was scheduled 35 to 36 hours after the human chorionic gonadotropin (hcg) injection, and embryo transfer was performed 2 to 3 days later. On day 2, individually cultured embryos were evaluated on the basis of the number of blastomeres, blastomere size, fragmentation rate, and presence of multinucleated blastomeres (12). Embryos with four regular blastomeres and <20% fragmentation were defined as topquality embryos. The luteal phase was supported by vaginal administration of micronized progesterone (400 mg/day) from the day of ovarian puncture to the day of the pregnancy test. Pregnancies were diagnosed by an increasing concentration of serum b-hcg, which was tested 14 days after ET. Clinical pregnancies were confirmed by the presence of a gestational sac on vaginal ultrasound examination during the fifth week. Statistical Analysis To compare patients who became pregnant with those who did not, univariable analysis was performed by using Student s t-test or the Wilcoxon test for continuous variables and chi-square test or Fisher s exact test for qualitative variables. All variables that were statistically significant at univariable analysis were tested in a multivariable analysis for association with pregnancy rate per patient. From the log-rank test and Kaplan-Meier curves, cumulativeincidence methods were used to estimate the CPR per patient. All reported P values were two-sided, P<.05 was considered statistically significant. All analyses were performed using the R package with the Verification, Design, Hmisc, DiagnosisMed, ROCR, and Presence Absence libraries (available at http://lib.stat.cmu.edu/r/cran). RESULTS Epidemiologic Characteristics of the Population The study included 103 women with endometriomas and proven infertility who had undergone ICSI or IVF cycles, including 73 patients with DIE. The epidemiologic characteristics of the whole population are summarized in Table 1. The median age of the population study was 33 years, and the median BMI was 22.4 kg/m 2. The median duration of infertility was 4 years. All the patients, including those with a prior cystectomy, had had at least one endometrioma before starting the IVF-ICSI protocols. Endometriomas were unilateral in 54.4% and bilateral in 45.6% of cases. The median number of endometriomas was two, and the median size of largest endometrioma was 33 mm. Before the IVF-ICSI cycle, the AMH serum level was 4 ng/ml for an endometrioma of diameter size under 3 cm or between 3 and 5 cm, and 3 ng/ml for a diameter size above 5 cm. No difference in AMH serum levels was found according TABLE 1 Epidemiologic characteristics of 103 patients with endometrioma with and without deep infiltrating endometriosis (DIE). Characteristics Patients (n [ 103) Age (y), median (range) 33 (24 42) Body mass index (kg/m 2 ), median (range) 22.4 (17.3 36.7) Parity (n), median (range) 0 (0 1) Smoking, n (%) 21 (20.4) Duration of prior infertility 4(1 12) (y), median (range) Associated male infertility, n (%) 41 (39.8) Associated tubal infertility, n (%) 54 (52.4) No. endometriomas (n), median (range) 2 (1 6) Laterality of endometriomas, n (%) Unilateral 56 (54.4) Bilateral 47 (45.6) Size of the largest endometrioma 33 (10 100) (mm), median (range) Patients with associated DIE, n (%) 73 (70.9) Uterosacral ligaments 57 (55.3) Colorectal endometriosis 43 (41.7) Bladder endometriosis 9 (8.7) Patients with prior surgery for 73 (70.9) endometriosis, n (%) 368 VOL. 97 NO. 2 / FEBRUARY 2012

Fertility and Sterility to the size of the endometrioma. The AMH serum level in patients with and without prior surgery for endometriomas was 2.7 ng/ml and 3.9 ng/ml, respectively (P¼.2). The AMH serum levels in patients with and without prior surgery for DIE was 2.9 and 3 ng/ml, respectively (P¼.9). Comparison of Patients with and without Associated DIE The epidemiologic characteristics of the patients with endometriomas with and without DIE are summarized in Table 2. No difference in age, BMI, smoking rate, duration of prior infertility, associated tubal infertility, or associated male infertility were found. The rate of prior surgery for endometriosis was higher in the group of patients with endometrioma and DIE (P¼.02). Among patients with isolated endometriomas, 13 (43.3%) had had prior surgery for endometrioma including cystectomy or cyst drainage/coagulation in 10 and 1 cases, respectively (data not available in two cases). Among patients with associated endometriosis, 41 (56.1%) had had prior surgery for endometrioma, including cystectomy or cyst drainage/coagulation in 31 and 8 cases, respectively (data not available in two cases). The AMH serum levels in patients with endometriomas with and without DIE were 3 and 2.8 ng/ml, respectively (P¼.56). We found that DIE was associated with an increased antral follicle count (P¼.02) and a lower number of top day-2 embryos transferred (P¼.001). No difference was found between the groups in the inhibin B or E 2 serum levels, the rate of ICSI or IVF procedures, types of ovarian stimulation, total dose of gonadotropin used, number of mature follicles >14 mm, total number of oocytes retrieved, total number of day-2 embryos, number of top day-2 embryos, thickness of endometrium, or number of embryos cryopreserved. Determinant Factors of Pregnancy Rate per Patient Comparison of the epidemiologic characteristics of the patients who became pregnant and those who did not is provided in Table 3. Using univariable analysis, we found that the rate of patients with associated DIE was higher in the group of patients who did not become pregnant (P¼.01). Age (P¼.03), number of IVF-ICSI cycles (P¼.01), and AMH serum level <1 ng/ml (P¼.008) were associated with a lower pregnancy rate. The total number of endometriomas, prior surgery for endometrioma and type of surgery, the size of the largest endometrioma, bilateral endometriomas, or anatomic locations of DIE had no impact on the pregnancy rate. Using multivariable analysis, associated DIE (odds ratio [OR] 0.2; 95% CI, 0.06 0.6; P¼.008) and an AMH serum level % 1 ng/ml (OR 3.9; 95% CI, 1.1 13.5; P¼.03) were independent factors associated with a lower pregnancy rate. Cumulative Pregnancy Rate per Patient For the CPR per patient analysis, the total number of cycles was 162, and the median number of cycles per patient was one (1 to 5). In the whole population, the CPR per patient after one, two, three, four, and five IVF-ICSI cycles was 41.7%, 57.9%, 68.4%, 73.7%, and 73.7%, respectively (Fig. 1). The CPR after IVF-ICSI cycles for patients with endometriomas and patients with endometriomas and associated DIE was 82.5% and 69.4%, respectively (P¼.009) (Supplemental Fig. 1). For patients with isolated endometriomas, the CPR per patient increased until the second cycle with no benefit of additional cycles. For patients with associated DIE, the CPR per patient increased after each IVF-ICSI cycle. Determinant Factors of CPR per Patient in Women with Endometriomas with and without DIE In addition to DIE, in the whole population, a patient s age above 35 years (P¼.0005) and AMH serum level under 1 ng/ml (P¼.009) were determinant factors of CPR per patient. Bilateralism of endometriomas and the presence of multiple endometriomas as well as the type of infertility (primary vs. secondary), type of ART (ICSI vs. IVF), and prior surgery for endometriosis were not determinant factors of CPR per patient. In patients with endometrioma without DIE, patient age was a determinant factor of CPR per patient (P¼.03). For patients older than 35 years, the CPR per patient was 42.9% with no increase after the first IVF-ICSI cycle. For patients %35 years, the CPR per patient was 94.5% after two IVF-ICSI cycles with no increase for additional cycles (Supplemental Fig. 2). In patients with endometrioma and DIE, patient age was a determinant factor of CPR per patient (P¼.003). For patients older than 35 years, the CPR per patient was 25.9% with no increase after the second IVF-ICSI cycle. For patients %35 years, the CPR per patient was 100% (Supplemental Fig. 3). TABLE 2 Comparison of epidemiological characteristics of patients with endometriomas with and without deep infiltrating endometriosis (DIE). Patients with endometrioma and DIE (n [ 73) Patients with endometrioma without DIE (n [ 30) Age (y), median (range) 33 (24 42) 33 (25 42).7 Body mass index (kg/m 2 ), median (range) 22.8 (17.2 36.7) 21.5 (17.9 29.9).09 Patients smoking, n (%) 13 (17.8) 8 (26.7).6 Failure of intrauterine insemination, n (%) 13 (17.8) 9 (30).2 Duration of prior infertility (y), median (range) 3.5 (1 12) 3.5 (1 9).8 Associated tubal infertility, n (%) 43 (58.9) 11 (36.7).12 Associated male infertility, n (%) 27 (37) 13 (43.3).5 Patients with prior surgery for endometriosis, n (%) 57 (78) 15 (50).02 P value VOL. 97 NO. 2 / FEBRUARY 2012 369

ORIGINAL ARTICLE: ENDOMETRIOSIS TABLE 3 Characteristics of patients who became pregnant and those who did not. Women who did not become pregnant (n [ 45) Women who became pregnant (n [ 58) Age (y), median (range) 34 (24 42) 33 (25 39).03 Duration of prior infertility (y), median (range) 4 (1 12) 3 (1 9).2 BMI (kg/m 2 ), median (range) 22.6 (17.2 36.7) 22.2 (17.9 31.1).7 Patients smoking, n (%) 8 (17.8) 13 (22.4).7 Prior failure of intrauterine insemination, n (%) 9 (20) 15 (25.9).6 Type of infertility, n (%).7 Primary 35 (77.8) 48 (82.7) Secondary 10 (12.2) 10 (17.3) Associated tubal infertility, n (%) 24 (53.3) 30 (51.7).9 No. of endometriomas, median (range) 1 (1 6) 2 (1 5).7 Endometriomas, n (%).2 Unilateral 25 (55.6) 28 (48.3) Bilateral 20 (44.4) 30 (51.7) Size of the largest endometrioma (mm), median (range) 33 (10 88) 32.7 (10 100).9 Associated DIE, n (%) 38 (84.5) 35 (60.3).01 Prior surgery, n (%) Endometriosis 31 (68.9) 42 (72.4).9 Endometrioma 22 (71) 32 (76.2).6 No. of cycles, median (range) 1 (1 5) 1 (1 4).01 AMH >1 (ng/ml), n (%) 28 (62.2) 48 (82.7).008 Total AFC (n), median (range) 9 (2 50) 14 (2 60).14 Note: AFC ¼ antral follicle count; AMH ¼ antim ullerian hormone; BMI ¼ body mass index; DIE ¼ deep infiltrating endometriosis. P value DISCUSSION Our study demonstrates that the presence of DIE in patients with endometriomas requiring an IVF-ICSI procedure for infertility has a negative impact on CPR per patient. In fact, FIGURE 1 Cumulative pregnancy rate (CPR) per patient in the whole population. IVF-ICSI gave a cumulative pregnancy rate (CPR) per patient of 73.7% with no benefit of additional IVF-ICSI cycles after the third cycle. Using multivariable analysis, we determined that the presence of endometriomas, even bilateral and multiple, had no impact on the CPR per patient in IVF-ICSI, and the presence of DIE, the patient s age, and the AMH serum levels were associated with a decrease in CPR per patient. These results are in agreement with those of the metaanalysis of Benschop et al. (3), including four trials showing no evidence of endometrioma removal on reproductive outcomes after ART. However, three of these trials excluded patients with causes of subfertility other than endometriomas (13 16). Moreover, in three trials each patient underwent only one cycle, but in the last cycle they underwent two cycles, so the CPR per patient could not be determined. In our study, we demonstrated that the CPR per patient in the presence of endometriomas without DIE depended on the patient s age. For patients %35 years old, the CPR per patient was 94.5% after the two IVF-ICSI cycles with no benefit of additional cycles; the CPR per patient for patients older than 35 years was only 42.9% with no benefit of additional cycles after the first IVF-ICSI cycle. These results are in agreement with a recent review on infertility associated with endometriosis that supported that ART should be recommended as early as possible to optimize fertility results (17). Finally, our results contribute to better patient information about fertility results in IVF-ICSI, especially for patients older than 35 years. Moreover, CPR may be a useful tool for practitioners opting for an alternative therapeutic modality such as surgery or oocyte donation in case of poor responders. In our study, DIE was the major determinant factor of fertility outcomes: a statistically significant decrease in CPR 370 VOL. 97 NO. 2 / FEBRUARY 2012

Fertility and Sterility per patient was observed in patients with endometriomas and DIE compared with those who had isolated endometriomas. Despite these results, it is not possible to claim that surgery for DIE should be recommended before IVF-ICSI. Stepniewska et al. (6) suggested that removal of DIE enhanced both spontaneous pregnancy as well as fertility results in IVF, but no data on CPR per patient were available. Barri et al. (4) also suggested that the combination of surgery and IVF offered higher pregnancy rates than expectant management, surgery alone, or IVF alone. However, comparison of fertility results was exclusively based on first IVF cycles, thus was not comparable with the CPR per patient. Moreover, our results have demonstrated that all pregnancies were obtained after the two first IVF-ICSI cycles in patients with isolated endometriomas with no benefit of additional cycle; also, an increase in CPR per patient was observed in patients with endometriomas and DIE. In patients with endometriomas and DIE, when we stratified results according to patient age, no benefit on CPR per patient was observed for patients older than 35 years. These results are in keeping with those of previous studies showing a decrease in fertility results according to the patient s age (4, 5). This parameter is particularly important, suggesting that removal of DIE might be suggested in infertile patients older than 35 years and after failure of two IVF-ICSI cycles to potentially improve fertility results. In addition, in accordance with the French law of the National Health Insurance, only four cycles of IVF-ICSI are reimbursed. In addition to DIE, an AMH serum level of less than 1 ng/ ml was a determinant factor of fertility outcome in IVF-ICSI. These results are in agreement with those of Buyuk et al. (18), who reported that patients with an elevated AMH serum level (R0.6 ng/ml) had twice the number of oocytes retrieved, a greater number of day-3 embryos, and a higher CPR compared with patients with AMH serum levels below this value. Moreover, a significant decrease in CPR per patient was observed in the patients with an AMH serum level %1 ng/ml. The CPR per patient was 20.1% after the first IVF-ICSI cycle in patients with an AMH serum level %1 with no benefit of a second or third cycle. These results suggest that, in this subgroup of patients, initial surgery should be performed and IVF-ICSI cycles introduced afterward. Some limitations of the present study have to be underlined. First, the retrospective nature of the study cannot exclude all potential biases. Second, we did not take into account patients symptoms that could be an indication for surgery, representing potential bias as only patients with poor symptoms may decide to undergo an ART. In our center, the decision for ART or surgery is taken in accordance with patient s priorities. Hence, if the woman s priority is to become pregnant, ART is proposed first, even in symptomatic patients and especially for patients with colorectal endometriosis. Moreover, 70.9% of our population had DIE, of whom 59% had colorectal endometriosis, which has been demonstrated to be a source of altered quality of life (5). Third, no crossover study was performed to evaluate the true impact of DIE on fertility outcomes in IVF-ICSI. Finally, our study took into account the CPR per patient, which we consider to be an appropriate tool to evaluate pregnancy rates in IVF-ICSI. Recently, Garrido et al. (19) suggested measuring the success of IVF using a cumulative live-birth rate per ovarian stimulation cycle to guide couples and practitioners. Further studies are required to both evaluate our results and Garrido s parameter in external cohorts as well as to compare their usefulness in routine practice. Our data on CPR per patient in patients with endometriomas with and without DIE confirms that endometriomas have no negative impact on fertility results in IVF-ICSI but that patient age is a prognostic factor in this subgroup and should be taken into account in the therapeutic strategy. Moreover, associated DIE appears also to be a major determinant of fertility outcomes with a potential role of surgery in patients over 35 years and after failure of two IVF-ICSI attempts. REFERENCES 1. Somigliana E, Vigano P, Tirelli AS, Felicetta I, Torresani E, Vignali M, et al. Use of the concomitant serum dosage of CA 125, CA 19-9 and interleukin-6 to detect the presence of endometriosis: results from a series of reproductive age women undergoing laparoscopic surgery for benign gynaecological conditions. Hum Reprod 2004;19:1871 6. 2. 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Diagnostic accuracy of physical examination, transvaginal sonography, rectal endoscopic sonography, and magnetic resonance imaging to diagnose deep infiltrating endometriosis. Fertil Steril 2009;92:1825 33. 12. Scott L, Alvero R, Leondires M, Miller B. The morphology of human pronuclear embryos is positively related to blastocyst development and implantation. Hum Reprod 2000;15:2394 403. 13. Alborzi S, Ravanbakhsh R, Parsanezhad ME, Alborzi M, Alborzi S, Dehbashi S. A comparison of follicular response of ovaries to ovulation induction after laparoscopic ovarian cystectomy or fenestration and coagulation versus normal ovaries in patients with endometrioma. Fertil Steril 2007;88:507 9. 14. Demirol A, Guven S, Baykal C, Gurgan T. Effect of endometrioma cystectomy on IVF outcome: a prospective randomized study. Reprod Biomed Online 2006;12:639 43. VOL. 97 NO. 2 / FEBRUARY 2012 371

ORIGINAL ARTICLE: ENDOMETRIOSIS 15. Pabuccu R, Onalan G, Goktolga U, Kucuk T, Orhon E, Ceyhan T. Aspiration of ovarian endometriomas before intracytoplasmic sperm injection. Fertil Steril 2004;82:705 11. 16. Pabuccu R, Onalan G, Kaya C. GnRH agonist and antagonist protocols for stage I II endometriosis and endometrioma in in vitro fertilization/intracytoplasmic sperm injection cycles. Fertil Steril 2007;88:832 9. 17. de Ziegler D, Borghese B, Chapron C. Endometriosis and infertility: pathophysiology and management. Lancet 2010;376:730 8. 18. Buyuk E, Seifer DB, Younger J, Grazi RV, Lieman H. Random anti-m ullerian hormone (AMH) is a predictor of ovarian response in women with elevated baseline early follicular follicle-stimulating hormone levels. Fertil Steril 2011;95:2369 72. 19. Garrido N, Bellver J, Remohi J, Simon C, Pellicer A. Cumulative live-birth rates per total number of embryos needed to reach newborn in consecutive in vitro fertilization (IVF) cycles: a new approach to measuring the likelihood of IVF success. Fertil Steril 2011;96:40 6. 372 VOL. 97 NO. 2 / FEBRUARY 2012

Fertility and Sterility SUPPLEMENTAL FIGURE 1 Comparison of cumulative pregnancy rate (CPR) per patient in patients with endometriomas with and without deep infiltrating endometriosis. VOL. 97 NO. 2 / FEBRUARY 2012 372.e1

ORIGINAL ARTICLE: ENDOMETRIOSIS SUPPLEMENTAL FIGURE 2 Impact of age on cumulative pregnancy rate (CPR) per patient in women with isolated endometriomas. 372.e2 VOL. 97 NO. 2 / FEBRUARY 2012

Fertility and Sterility SUPPLEMENTAL FIGURE 3 Impact of age on cumulative pregnancy rate (CPR) per patient in women with endometriomas with deep infiltrating endometriosis. VOL. 97 NO. 2 / FEBRUARY 2012 372.e3