FACTORS ASSOCIATED WITH DIZYGOTIC TWINNING AFTER IVF TREATMENT WITH DOUBLE EMBRYO TRANSFER

Similar documents
Cancer after ART. A Dutch nationwide historic cohort of women who received IVF treatment in the

A family history of twinning in relation to multiple implantation

Infertility, infertility treatment and twinning: the Danish National Birth Cohort

Validity of Self-reported Causes of Subfertility

Honorary Fellow of the Royal College of Obs. & Gyn. First Indian to receive FIGO s Distinguished Merit Award for Services towards women s health.

Infertility in Women over 35. Alison Jacoby, MD Dept. of Ob/Gyn UCSF

Recent Developments in Infertility Treatment

Dr Manuela Toledo - Procedures in ART -

Body Mass Index and success rate of IVF

How to advise the couple planning to conceive: Modifiable factors that may (or may not) impact fertility

Interpreting follicular Progesterone: Late follicular Progesterone to Estradiol ratio is not influenced by protocols or gonadotropins used

Risk of congenital anomalies in children born after frozen embryo transfer with and without vitrification

Sample size a Main finding b Main limitations

A multi-centre, multinational, cross-sectional, incident case control study on Factors associated with the development of

Elena H. Yanushpolsky, M.D., a Shelley Hurwitz, Ph.D., b Eugene Tikh, B.S., c and Catherine Racowsky, Ph.D. a

Infertility: A Generalist s Perspective

A mild strategy in IVF results in favourable outcomes in terms of term live birth, cost and patient discomfort

Embryo Selection after IVF

European IVF Monitoring (EIM) Year: 2013

Louise Brown born First IVF baby Born to Lesley Brown, bilateral tubal blockage Natural cycle, single egg fertilization

The evidence for insemination versus intercourse or IVF

Abstract. Introduction. Materials and methods. Patients and methods

PRETREATMENT ASSESSMENT & MANAGEMENT (MODULE 1 B) March, 2018

Original Article Impact of estrogen-to-oocyte ratio on live birth rate in women undergoing in vitro fertilization and embryo transfer

Predictive factors of successful pregnancy after assisted reproductive technology in women aged 40 years and older

Ovarian age-based stimulation of young women with diminished ovarian reserve results in excellent pregnancy rates with in vitro fertilization

Supplemental figure 1. Adjusted odds ratios for gestational diabetes, pre-eclampsia, premature birth and miscarriage for women with and without PCOS.

Dr Guy Gudex. Director Repromed. 17:00-17:30 Recent Advances in Fertility Management

IVF Health Risk 503,000 Hit in Google in 0.2 seconds

Questions. Ultrasound markers of ovarian reserve Modena April 18-19, Your choice is.. Impact study: stop OR tests or Soft catheters??

Overview. In Vitro Fertilization: a Success Story

NICE fertility guidelines. Hemlata Thackare MPhil MSc MRCOG Deputy Medical Director London Women s Clinic

IVF (,, ) : (HP-hMG) - (IVF- ET) : GnRH, HP-hMG (HP-hMG )57, (rfsh )140, (Gn)

Laboratoires Genevirer Menotrophin IU 1.8.2

INDICATIONS OF IVF/ICSI

European IVF Monitoring (EIM) Year: 2012

FERTILITY PRESERVATION. Juergen Eisermann, M.D., F.A.C.O.G South Florida Institute for Reproductive Medicine South Miami Florida

The association between anti-müllerian hormone and IVF pregnancy outcomes is influenced by age

T39: Fertility Policy Checklist

Risk factors for monozygotic twinning in IVF: a multicenter, cohort study

Original Article Pregnancy Complications - Consequence of Polycystic Ovary Syndrome or Body Mass Index?

Universal Embryo Cryopreservation: Frozen versus Fresh Transfer. Zaher Merhi, M.D.

LOW RESPONDERS. Poor Ovarian Response, Por

Number of oocytes and live births in IVF

Chen et al. Reproductive Biology and Endocrinology (2018) 16:36 /s z

Articles Follow-up of children born after assisted reproductive technologies

Modified natural cycle IVF and mild IVF: a 10 year Swedish experience

JAWDA Quarterly & Yearly Guidelines for Assisted Reproductive Technology Treatment (ART) Providers January 2019

Melanoma risk after ovarian stimulation for in vitro fertilization

Low AMH and natural conception. Dr. Phil Boyle Galway, Ireland IIRRM Annual Meeting, 7 th August 2013

Review of unexplained infertility and obstetric outcome: a 10 year review

SUBFERTILITY. (Defined as involuntary failure to conceive within 12 months with regular coitus)

Use of in vitro maturation for fertility preservation

Impact of Ovarian Endometrioma Per Se and Surgery on Ovarian Reserve and Pregnancy Rate in in Vitro Fertilization Cycles

Female Reproductive Physiology. Dr Raelia Lew CREI, FRANZCOG, PhD, MMed, MBBS Fertility Specialist, Melbourne IVF

Understanding IVF Processes in Surrogacy

Does a woman s educational attainment influence in vitro fertilization outcomes?

International Federation of Fertility Societies. Global Standards of Infertility Care

Infertility. Thomas Lloyd and Samera Dean

NHS FUNDED TREATMENT FOR SUBFERTILITY. ELIGIBILITY CRITERIA POLICY GUIDANCE/OPTIONS FOR CCGs

Minimising IVF related mortality and morbidity. Scott Nelson Muirhead Professor in Obstetrics & Gynaecology

Managing infertility when adenomyosis and endometriosis co-exist

COMMISSIONING POLICY. Tertiary treatment for assisted conception services

FIVNAT-CH Schweizerische Gesellschaft für Reproduktionsmedizin Société Suisse de Médecine de la Reproduction

Infertility F REQUENTLY A SKED Q UESTIONS. Q: Is infertility a common problem?

ASSISTED CONCEPTION NHS FUNDED TREATMENT FOR SUBFERTILITY ELIGIBILITY CRITERIA & POLICY GUIDANCE

Complete failure of fertilization in couples with unexplained infertility: implications for subsequent in vitro fertilization cycles

Comparison of hysterosalpingography and laparoscopy in predicting fertility outcome

Cite this article as: BMJ, doi: /bmj ae (published 25 October 2005)

Society for Assisted Reproductive Technology and American Society for Reproductive Medicine

Relation between the Number and Size of Follicles in Ovulation Induction and the Rate of Pregnancy

Are all-freeze cycles & frozen-thawed embryo transfers improving IVF outcomes?

Long term cancer risks in women after treatment with in vitro fertilization: do we have any answers yet?

Offspring of subfertile couples: neurodevelopmental outcome at preschool age Schendelaar, Pamela

Modified natural cycles: the Italian experience

Clinical Policy Committee

Keywords: annual reports, international literature, intrauterine insemination, multiple pregnancy, ongoing pregnancy, The Netherlands

IVF AND PREIMPLANTATION GENETIC TESTING FOR ANEUPLOIDY (PGT-A) WHAT THE COMMUNITY PHYSICIAN NEEDS TO KNOW

Policy statement. Fertility treatments. This policy is unchanged from the version approved by the CCG in July 2014.

to find a more reliable scoring system to associate embryo morphology and pregnancy outcome.

Fertility Policy. December Introduction

UvA-DARE (Digital Academic Repository)

Fertility What do GP s need to know? Richard Fisher Fertility Associates

Article Highly purified HMG versus recombinant FSH for ovarian stimulation in IVF cycles

Clinical Policy Committee

Blackpool CCG. Policies for the Commissioning of Healthcare. Assisted Conception

Chromosomal Aneuploidy

Socioeconomic inequalities in lipid and glucose metabolism in early childhood

Trends in Egg Donation. Vitaly A. Kushnir MD Center for Human Reproduction

HALTON CLINICAL COMMISSIONING GROUP NHS FUNDED TREATMENT FOR SUBFERTILITY. CONTENTS Page

Are implantation and pregnancy outcome impaired in diethylstilbestrol-exposed women after in vitro fertilization and embryo transfer~*

Obesity does not impact implantation rates or pregnancy outcome in women attempting conception through oocyte donation

The outcome of in-vitro fertilization treatment in women with sonographic evidence of polycystic ovarian morphology

St Helens CCG NHS Funded Treatment for Subfertility Policy 2015/16

Treatment issues for women with BRCA germline mutation

CEL 09 (2013) 15 May Dear Colleague

(BMI)=18.0~24.9 kg/m 2 ;

Problem Challenge Need. Solution Innovation Invention

Thrombosis during assisted reproduction. Scott Nelson Muirhead Chair in Obstetrics & Gynaecology

IVM in PCOS patients. Introduction (1) Introduction (2) Michael Grynberg René Frydman

Transcription:

FACTORS ASSOCIATED WITH DIZYGOTIC TWINNING AFTER IVF TREATMENT WITH DOUBLE EMBRYO TRANSFER HUM REPROD. 2012 OCT;27(10):2966-70. E. GROENEVELD, M.J. LAMBERS, M.E.F. STAKELBEEK, T.M. MOOIJ, A.W. VAN DEN BELT-DUSEBOUT, M.W. HEYMANS, R. SCHATS, P.G.A. HOMPES, A. HOEK, C.W. BURGER, F.E. VAN LEEUWEN, C.B. LAMBALK, ON BEHALF OF THE OMEGA-PROJECT GROUP

ABSTRACT Background Dizygotic twin pregnancies after IVF treatment are the result of multiple embryos transferred into the uterine cavity, followed by successful double implantation. Factors that increase the chance of multiple implantation after IVF are relatively unknown. The present study aimed to investigate whether features of body composition, such as maternal height, weight and body mass index (BMI) are associated with an increased chance of dizygotic twinning after IVF with double embryo transfer (DET). Methods This study was conducted using data from a large Dutch nationwide cohort that comprised 19 861 women who had IVF or ICSI treatment between 1983 and 1995 (OMEGA study). First fresh IVF and ICSI cycles with DET resulting in a delivery of a singleton or twin (living as well as stillborn) were selected. A multivariable logistic regression analysis was performed, with the delivery of a singleton or twin as the dependent variable and height, weight, BMI, maternal age, number of retrieved oocytes, use of alcohol, smoking, highest level of education and parity as independent variables. Results Of the 6598 women who completed their first IVF or ICSI cycle, 2375 had DET, resulting in 496 deliveries of 371 singletons and 125 twins. Multivariable regression analysis revealed that tall women (>1.74 cm) and women with a high number of retrieved oocytes (>8) had an increased chance of dizygotic twinning [OR: 1.8 (95% CI: 1.0 3.4) and OR: 2.2 (95% CI: 1.3 3.8), respectively]. Conclusions Our data demonstrate that tall stature and increased number of retrieved oocytes independently increase the chance of dizygotic twinning after IVF with DET. 43

INTRODUCTION Dizygotic twinning is the result of multiple ovulation and fertilization, followed by double implantation. It has been demonstrated that spontaneous dizygotic twinning is often associated with increased levels of basal FSH 1. Major factors increasing dizygotic twinning rates are a higher maternal age, increased parity and genetic inheritance 2. Associations with socio-economic status, seasonal and geographical variation and ethnic origin have also been reported 1-2. It has been shown that features of body composition (in particular maternal height but also body mass index (BMI) associate with natural dizygotic twinning 3-5. This is supported by the fact that countries with a taller female population have higher twinning rates 6. With IVF treatment, multiple ovulation and fertilization are artificially induced. Dizygotic twin pregnancies after IVF treatment are the result of multiple embryos transferred into the uterine cavity followed by successful double implantation. Patient and treatment characteristics associated with dizygotic twinning after IVF with double embryo transfer (DET) are factors involved in the process of multiple implantation and still remain relatively unknown. In IVF treatment one of the main challenges lies in finding a balance between high pregnancy rates and low multiple pregnancy rates. Aside from helping a couple to establish a pregnancy, another important goal of IVF physicians is to help couples achieve a carefree pregnancy and deliver a healthy baby at full term. As a consequence, avoiding multiple pregnancies is more and more emphasized, since these pregnancies have higher risks of pre-eclampsia and preterm or immature delivery 7-8. Ideally, to make IVF treatment more tailor-made for the individual IVF patient, a prediction model based on specific patient and treatment characteristics should be developed as a support in the choice for single embryo transfer (SET) or DET. Therefore, it is important to investigate which patient and treatment characteristics are associated with an increased chance of dizygotic twinning after DET, which depends on a combination of maternal and embryonic-related factors 9. A previous study indicated that both maternal vascular endothelial growth factor-a (VEGF-A) levels and BMI are positively associated with the chance of multiple implantation after IVF treatment with DET 10. The aim of the present study was to further investigate whether features of body composition, such as maternal height, weight and BMI are associated with an increased chance of dizygotic twinning after IVF with DET. 44

MATERIAL AND METHODS Study population For this study we used data from a large Dutch nationwide retrospective cohort of women who received IVF or ICSI treatment: the OMEGA study 11.The main purpose of the OMEGA study was to examine the late effects of hormone stimulation in IVFtreated women, with an emphasis on the development of gynaecological tumours. A more detailed description of the study population, study procedures and data collection is given by Klip et al. (2001) 11, de Boer et al. (2003) 12 and van Leeuwen et al. (2011) 13. In short, the OMEGA project was a nationwide cohort study. It was started in 1995 and comprised 19 861 women who had suffered with subfertility for more than 1 year when first attending the IVF clinic received at least 1 IVF or ICSI treatment cycle in one of the 12 IVF hospitals in the Netherlands between 1 January 1983 and 1 January 1995. Study variables Between 1997 and 1999 19 275 women received a study invitation letter, a health questionnaire and an additional form to ask each participant s written informed consent for data abstraction from medical records. The health questionnaire inquired about women s date of birth, weight, height, BMI, parity, reproductive history [number of pregnancies, pregnancy outcome (singleton or twin, living or stillborn and date of delivery), history of subfertility treatment, use of exogenous hormones, highest level of education and several other lifestyle factors (use of alcohol, smoking, etc.). Information from medical records was collected by specially trained research assistants. For each IVF treatment cycle, the following data were recorded: cause of subfertility [male factor, ovarian disorder, tubal factor, unexplained factor or other (including for example: uterine abnormality and cervical factor)], date of start of first IVF cycle, type of IVF treatment, dosages and type of fertility drugs used in each phase of the menstrual cycle, number of retrieved oocytes, number of transferred embryos and whether the cycle resulted in a pregnancy. The response rate to the questionnaire was 71%. For 24% of the women, who returned the questionnaire and gave permission to obtain data from medical files, data from medical records could not be obtained due to limited project funding 11-13. 45

Outcome measure In the current study, we made a selection of the participants in the OMEGA study; only the first completed IVF and ICSI cycles with DET that resulted in a delivery of a singleton or twin (both living and stillborn) were selected. In the event of miscarriage the number of lost fetuses was unknown; therefore, we could not include these pregnancies in our analysis. Instead the number of twin deliveries was included in the analysis as the number of ongoing implantations, since only a small number of twin pregnancies experience reduction after 12 weeks of gestational age 9;14. Statistical analyses Differences in patient and treatment characteristics between women conceiving singletons and twins were assessed using t-tests and χ² tests (TABLE I). The primary comparison was maternal height. For all other parameters we adjusted for multiple testing using the Bonferroni test. Factors associated with dizygotic twinning were investigated using multivariable binary logistic regression analyses using the likelihood ratio test (TABLE II). The other independent variables were BMI, weight, maternal age at the start of the first IVF cycle, number of oocytes retrieved at oocyte retrieval, use of alcohol, smoking, level of education and parity. To ensure a comparable number of women across categories, variables were divided into categories according to percentiles where applicable. Because BMI depends on weight and height, two separate regression models were run: the first only including BMI and the other instead of BMI including weight and height. For the statistical analyses, the statistical program Statistical Package for Social Sciences version 15.0 for Windows (SPSS, Chicago, IL, USA) was used. For the multivariable logistic analyses, a P<0.05 was used to detect the most important associated variables. 46

RESULTS FIGURE 1 presents a flow diagram of the selection of patients. There were 8688 women with detailed data (questionnaires and medical records) on their first IVF or ICSI cycle. Totally, 6598 women completed their first IVF/ICSI cycle. Of these women, 2375 women had DET, resulting in 496 deliveries of 371 singletons and 125 twins. Of the included patients the majority (94.8%) started their IVF treatment between 1991 and 1996. TABLE I demonstrates the patient and treatment characteristics of both women who delivered singletons and women who delivered twins. In 96% of the cycles human menopausal gonadotrophin was used to achieve controlled ovarian hyperstimulation. Maternal height (P = 0.043) and the number of retrieved oocytes (P = 0.004) were significantly different between the two groups. Multivariable logistic regression analysis for multiple pregnancy (TABLE II) revealed that maternal height and number of retrieved oocytes at oocyte retrieval were independently significantly associated with dizygotic twinning. Women with a high number of retrieved oocytes (>8) were 2.2 (95% CI: 1.3 3.8) times more likely to have a twin pregnancy compared with women with a relatively low number of retrieved oocytes (<8). The women in the highest quartile for height (>174 cm) were 1.8 (95% CI: 1.0 3.4) times more likely to have a twin pregnancy compared with women in the lowest quartile for height (<164 cm). In the analysis there was no significant interaction between the number of retrieved oocytes and maternal height (P = 0.13). The other patient and treatment characteristics included in the analysis were not significantly associated with the chance of dizygotic twinning after IVF treatment with DET (see footnote TABLE II). 47

FIGURE 1 Selection of patients FIRST IVF CYCLES OF WOMEN WITH DETAILED DATA FROM QUESTION- NAIRES AND MEDICAL RECORDS N=8457 IVF / N=231 ICSI WOMEN WITH COMPLETED FIRST IVF OR ICSI CYCLE EXCLUDED: UNCOMPLETED CYCLES: No oocyte retrieval No oocytes retrieved at oocyte retrieval Total fertilization failure N=2040 IVF / N=50 ICSI N=6417 IVF / N=181 ICSI EXCLUDED: NON DET N=4127 IVF / N=96 ICSI WOMEN WITH COMPLETED FIRST IVF OR ICSI CYCLE AND DET N=2290 IVF / N=85 ICSI WOMEN WHO DELIVERED SINGLETON OR TWIN EXCLUDED: NON PREG- NANT WOMEN, ECTOPIC PREG- NANCIES, MISCARRIAGES N=1809 IVF / N=70 ICSI N=481 IVF / N=15 ICSI Singletons n=371 (364 living, 7 stillborn) Twins n=125 (122 living, 3 stillborn) 48

TABLE I Baseline characteristics of the patients Patient/treatment characteristic Singletons (n=371) Twins (n=125) P-value Maternal height (cm) 169.3 (7.3) 170.7 (6.6) 0.043 B Maternal weight (kg) 63.9 (9.8) 64.8 (12.3) 0.424 BMI 22.3 (3.1) 22.2 (3.8) 0.884 Maternal age (years) 31.5 (3.8) 30.7 (3.3) 0.035 Nulliparous/parous 278 (78.1)/78 (21.9) 100 (80.6)/24 (19.4) 0.549 IVF/ICSI 359 (96.8)/12 (3.2) 122 (97.6)/3 (2.4) 0.638 Cause of subfertility A Male factor 137 (37.8) 47 (37.9) 0.991 Ovarian disorder 34 (9.4) 7 (5.7) 0.200 Tubal factor 125 (34.2) 37 (29.8) 0.377 Unexplained 108 (29.1) 39 (31.2) Other 153 (42.7) 49 (40.5) 0.666 No of retrieved oocytes 10.4 (6.6) 12.5 (7.8) 0.004 B Level of education Low 86 (24.4) 35 (28.9) 0.320 Middle 188 (53.3) 63 (52.1) 0.821 High 79 (22.4) 23 (19.0) 0.436 Smoking Yes 154 (41.5) 39 (31.2) 0.041 Use of alcohol Yes 97 (26.9) 39 (32.0) 0.287 Values are mean ±SD or n (%). Chi-squared or independent t-tests were used as applicable. A Patients could have more than one cause of subfertility. B P<0.0045 (Bonferroni): there were no other statistically significant differences. 49

TABLE II Multivariable logistic regression analysis for singleton and twin pregnancies. Characteristic Number of patients OR (95%CI) P-value Number of oocytes retrieved 0.018 A <8 185 Reference 8-12 149 2.2 (1.3-3.8) 0.005 >12 159 2.1 (1.2-3.6) 0.008 Maternal height (cm) 0.0032 A <164 117 Reference 164-169 121 1.0 (0.5-1.9) 0.43 170-174 127 0.8 (0.4-1.6) 0.52 >174 128 1.8 (1.0-3.4) 0.049 OR: odds ratio, 95%CI: 95% confidence interval. Independent variables included in the analysis were: height and weight or BMI, maternal age, number of oocytes retrieved, use of alcohol, smoking, level of education and parity. Variables were divided into categories according to percentiles; body mass index (kg/m²) :<20/20-25/25-27/>27, weight (kg): <60/60-67/>67, height (cm): <164/164-169/170-174/>174, number of oocytes:<8/8-12/>12, educational level: low (without completed vocational training)/middle (with vocational training)/high (with high vocational training, academic degree), parity: nulliparous/parous, use of alcohol: yes/no, smoking: yes/no A P <0.05. 50

DISCUSSION In this study, we further explored the features of maternal body composition related to dizygotic twinning in a large nationwide cohort of patients who received IVF treatment with DET. We found that tall stature and increased number of retrieved oocytes both independently increase the chance of a dizygotic twin pregnancy. Although data were derived from the 1990s, our study is still able to indicate the fate of DET in relation to an important feature of maternal body composition: maternal height. Despite its limited size, to our knowledge this study is the most extensive one addressing this matter. As the emphasis of the current IVF practice is on the prevention of multiple pregnancies without compromising pregnancy rates, there is a need for identification of women with an increased chance of multiple implantation after DET. Multiple pregnancies are associated with an increased risk of adverse pregnancy outcome; therefore, the goal of IVF specialists should be to help a couple achieve a healthy, full-term, singleton pregnancy. This goal creates a need for further exploration of patient and treatment characteristics associated with dizygotic twinning, as was the aim of our present study, to be implemented in future predictive models to assist in the choice between SET and DET. When evaluating our results, we have to bear in mind that for the current study we had to set the primary outcome as the delivery of a singleton or twin instead of the number of early implantations (6 and 12 weeks of gestational age), since data on early number of implantations (ultrasound investigations, miscarriages) was incomplete. We therefore could not analyse factors that increase the chance of successful first trimester multiple implantation as performed earlier by Lambers et al. (2007) 9 and Tummers (2003) 14. Because only a small number of twin pregnancies experience reduction after 12 weeks and both live and stillbirths were included in our analyses, in our opinion our study is suitable to investigate the predictive factors in ongoing dizygotic twinning 14. Our current findings confirm that body composition is associated with a higher chance of multiple implantation 10. Studies that investigated body composition and natural dizygotic twinning have also demonstrated a significant positive association with tall stature 3-5. In natural twin pregnancies, however, one cannot isolate the process of multiple implantation as is done in IVF treatment. Our results suggest that the general observation that twinning relates to tallness is the result of better implantation. The biologic association between maternal height and multiple implantation remains to be elucidated and seems to be independent of the response to the IVF treatment. 51

The number of retrieved oocytes significantly affects the chance of twinning after IVF with DET. It could be taken as a measure of ovarian sensitivity, which has been shown to be associated with increased implantation potential 15. Furthermore, a higher number of oocytes is likely to result in a higher number of embryos and, consequently, a higher chance of good quality embryos. In this way, the number of oocytes can be interpreted as a reflection of embryo quality. Unfortunately, information regarding embryo quality was not available in the OMEGA study. Therefore, we were not able to adjust for the effect of embryo quality on multiple implantation. However, even if it had been possible to recover data on embryo quality, it may not even be possible to join data from 12 different clinics, since most clinics use their own method of quality assessment. Acknowledgements We are indebted to all women partici pating in the OMEGA project and owe special thanks to Dr H. Klip for her efforts in initiating this cohort. We are grateful to the research assistants who performed the initial extensive data abstraction from the medical files in all participating clinics. We thank the members of the OMEGA project, the medical registries and attending physicians from these clinics for providing the possibility for the initial data collection and the additional search that was performed for the present analysis. In conclusion, our data demonstrate that tall stature and a high number of retrieved oocytes increase the chance of dizygotic twinning after IVF with DET. Future studies should develop predictive models to assist in the choice between SET and DET, optimizing pregnancy rates while minimizing multiple pregnancy rates, and making IVF treatment more tailor-made for the individual patient. Before applying maternal height into these prediction models, first external validation should be performed. 52

REFERENCES 1. Hall JG. Twinning. Lancet 2003;362:735 743. 2. Hoekstra C, Zhao ZZ, Lambalk CB, Willemsen G, Martin NG, Boomsma DI, Montgomery GW. Dizygotic twinning. Hum Reprod Update 2008b;14:37 47. 3. Basso O, Nohr EA, Christensen K, Olsen J. Risk of twinning as a function of maternal height and body mass index. JAMA 2004;291:1564 1566. 4. Reddy UM, Branum AM, Klebanoff MA. Relationship of maternal body mass index and height to twinning. Obstet Gynecol 2005;105:593 597. 5. Hoekstra C, Willemsen G, Toos van Beijsterveldt CE, Lambalk CB, Montgomery GW, Boomsma DI. Body composition, smoking, and spontaneous dizygotic twinning. Fertil Steril 2008a;93:885 893. 6. Doherty JD. Height of women, twinning and breast cancer: epidemiological evidence of a relationship. Acta Genet Med Gemellol (Roma) 1988;37:263 275. 7. Krotz S, Fajardo J, Ghandi S, Patel A, Keith LG. Hypertensive disease in twin pregnancies: a review. Twin Res 2002;5:8 14. 11. Klip H, Burger CW, de Kraker J, van Leeuwen FE. Risk of cancer in the offspring of women who underwent ovarian stimulation for IVF. Hum Reprod 2001;16:2451 2458. 12. de Boer EJ, den Tonkelaar I, te Velde ER, Burger CW, van Leeuwen FE. Increased risk of early menopausal transition and natural menopause after poor response at first IVF treatment. Hum Reprod 2003;18: 1544 1552. 13. van Leeuwen FE, Klip H, Mooij TM, van de Swaluw AGM, Lambalk CB, Kortman M, Laven JSE, Jansen CAM, Helmerhorst FM, Cohlen BJ et al. Risk of borderline and invasive ovarian tumours after ovarian stimulation for in vitro fertilization in a large Dutch cohort. Hum Reprod 2011;26:3456 3465. 14. Tummers P, de Sutter P, Dhont P. Risk of spontaneous abortion in singleton and twin pregnancies after IVF/ ICSI. Hum Rep 2003;18 1720 1723. 15. Thurin A, Hardarson T, Hausken J, Jablonowska B, Lundin K, Pinborg A, Bergh C. Predictors of ongoing implantation in IVF in a good prognosis of patients. Hum Reprod 2005;20:1876 1880. 8. Stock S, Norman J. Preterm and term labour in multiple pregnancies. Semin Fetal Neonatal Med 2010;15:336 341. 9. Lambers MJ, Mager E, Goutbeek J, McDonnell J, Homburg R, Schats R, Hompes PG, Lambalk CB. Factors determining early pregnancy loss in singleton and multiple implantations. Hum Reprod 2007;22:275 279. 10. Groeneveld E, Lambers MJ, Hoozemans DA, Schats R, Hompes PGA, Lambalk CB. Blood-borne angiogenic factors and sustained multiple implantation: a comparison of singleton and twin pregnancies. Reprod Biomed Online 2010;20:822 830. 53