S. DEB*, B. K. CAMPBELL, J. S. CLEWES, C. PINCOTT-ALLEN and N. J. RAINE-FENNING

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1 Ultrasound Obstet Gynecol 2013; 41: Published online in Wiley Online Library (wileyonlinelibrary.com). DOI:.02/uog.1122 Intracycle variation in number of antral follicles stratified by size and in endocrine markers of ovarian reserve in women with normal ovulatory menstrual cycles S. DEB*, B. K. CAMPBELL, J. S. CLEWES, C. PINCOTT-ALLEN and N. J. RAINE-FENNING *Nottingham University Hospitals NHS Trust, Nottingham, UK ; NURTURE, School of Clinical Sciences, University of Nottingham, Nottingham, UK KEYWORDS: variation anti-müllerian hormone; folliculogenesis; FSH; intracycle; ovarian reserve; three-dimensional; ultrasound; ABSTRACT Objective To quantify the intracycle variation in markers of ovarian reserve measured by antral follicle counts stratified by size using three-dimensional (3D) ultrasound and anti-müllerian hormone (AMH) in women with normal menstrual cycles. Methods Healthy volunteers with normal menstrual cycles were prospectively recruited. Three-dimensional (3D) ultrasound examination and blood test were performed in early () and mid-follicular () phases and in periovulatory () and luteal () phases of one menstrual cycle. Antral follicles were measured using sonography-based automated volume calculation with post processing (SonoAVC) and ovarian volume was measured using Virtual Organ Computer-aided AnaLysis (VOCAL). Blood serum was processed for hormonal assays including AMH, follicle stimulating hormone (FSH), luteinizing hormone (LH) and estradiol. Repeatedmeasures analysis was used to examine the variance in markers of ovarian reserve in different phases of one menstrual cycle. Results A total of 3 volunteers were included in the final analysis, of whom 34 attended all four visits. Repeatedmeasures analysis showed a significant variation in total antral follicle count (AFC) (P < 0.001). However, on stratifying the antral follicles according to size using SonoAVC, a non-significant variation (P = 0.32) was seen in small AFC (.0 mm) and a significant variation (P < 0.001) was seen in large AFC (>.0 mm). The ovarian volume showed a significant intracycle variation (P < 0.001). A small but significant intracycle variation was noted in AMH (P = 0.041) and a significant variation was seen in levels of serum FSH, LH and estradiol (P < 0.0). Conclusion Small antral follicles (.0 mm) measured using 3D ultrasound and AMH show little intracycle variation and perhaps should be evaluated when predicting ovarian reserve independent of menstrual cycle. Copyright 2012 ISUOG. Published by John Wiley & Sons, Ltd. INTRODUCTION The antral follicle count (AFC) is comparable to various multivariate models in the prediction of ovarian response to controlled ovarian stimulation during invitro fertilization treatment 1. It involves counting antral follicles measuring 2 mm in both ovaries during the early follicular phase of the menstrual cycle defined as days 2 to 2. Anti-Müllerian hormone (AMH), shown to be comparable to AFC in the prediction of ovarian response 7 12, also demonstrates a strong positive correlation with the number of small antral follicles 13. Studies on reliability and validity of various tests of ovarian reserve are based on testing during the early follicular phase of the menstrual cycle. This relatively small window of opportunity is restrictive both to patients and to clinics performing the tests. An ideal test of ovarian reserve should be not only reliable but also independent of the menstrual cycle. Several groups have suggested stability in the levels of AMH throughout the menstrual cycle whilst others have shown a presence of significant variation in the levels There are suggestions of a more profound intracycle variation in the number of antral follicles than in AMH levels 1.Asaresult AMH is becoming the primary test of ovarian reserve. Three-dimensional (3D) ultrasound assessment of the AFC has been shown to have high intra- and interobserver Correspondence to: Dr S. Deb, Nottingham University Hospitals NHS Trust, Nottingham University Research and Treatment Unit in Reproduction (NURTURE), B Floor, East Block, Queen s Medical Centre, Derby Road, Nottingham, Nottinghamshire NG7 2UH, UK ( shilpa.deb@nuh.nhs.uk; shilpadeb@nottingham.ac.uk) Accepted: 1 June 2012 Copyright 2012 ISUOG. Published by John Wiley & Sons, Ltd. ORIGINAL PAPER

2 Intracycle variation in markers of ovarian reserve 217 reliability Semiautomated follicle counts have recently become available and have also been shown to provide highly reliable measures of AFC 24 and their relative sizes 2. Examining the variance in the markers of ovarian reserve will not only indicate the best time to perform these tests, but also help understand the expression of these markers in relation to the menstrual cycle. Sonography-based automated volume calculation (SonoAVC), shown as a reliable and valid method of assessing the size and number of antral follicles 24 2, was used to quantify the number of antral follicles stratified by size. This study was designed to quantify intracycle variations in antral follicle counts of different size cohorts, ovarian volume, AMH, follicle stimulating hormone (FSH), luteinizing hormone (LH) and estradiol in normoovulatory healthy volunteers. METHODS Study participants described as healthy volunteers were recruited prospectively through advertisements on the intranet portal of the University of Nottingham website and posters displayed in staff canteens, on notice boards and in the staff library. Further information about the study was communicated via and information leaflets to those who expressed interest in participation. Inclusion criteria included age between 1 and 3 years, body mass index (BMI) between 1 and 2 kg/m 2,regular menstrual cycles with a mean length ranging between 2 and 32 days, no history of ovarian surgery, no features suggestive of endocrine disease and no hormonal contraceptive use within the last months. Serial transvaginal ultrasound scans were performed and blood samples were taken during one menstrual cycle. With the first day of menstruation taken as day 1 of the cycle these visits were scheduled for the early and mid-follicular, periovulatory (days 12 1) and luteal (days 20 2) phases of the menstrual cycle. Periovulatory phase assessment was started on day 12 of the cycle, and the day of noting a dominant follicle of more than 1 mm was taken as the time point to include in the study. Luteal phase assessment was performed 7 days following the periovulatory study time point. The study was approved by the ethics committee of the University of Nottingham, UK and conducted in accordance with ethical principles that have their origin in the Declaration of Helsinki on Ethical Principles for Medical Research Involving Human Subjects (199), principles of good clinical practice and the Department of Health Research Governance Framework for Health and Social Care, 200. Informed, written consent was obtained prior to the enrollment of each subject. Ultrasound acquisition and analysis Ultrasound scans were performed by a single investigator (S.D.) using a Voluson E Expert (GE Medical Systems, Zipf, Austria) and a three-dimensional 9-MHz, endovaginal transducer. Assessment involved a twodimensional (2D) ultrasound scan of the pelvis to exclude any pelvic pathology. Our technique of volume ultrasound 24 included delineation of the ovary with application of a region of interest and the subsequent acquisition of a series of 2D planes acquired during a high quality, slow-sweep mode of the ultrasound beam through a predefined 90 angle. This ensured that the entire ovary and the greatest number of 2D planes were acquired, giving the highest degree of resolution when 2D data were reconstructed as a 3D volume. Acquired 3D data were displayed in the multiplanar view of the ultrasound machine (Voluson E Expert). The gray-scale display of image was optimized and then rendered to generate a three-dimensional volume of interest (VOI). The render box was adjusted to exclude as much extraovarian information as possible and ensure that the entire ovary was included in the VOI. The threshold settings, which assign transparency associated with fluid to opaque voxels, were maintained for all datasets at a default setting of low. Once the dataset had been correctly positioned, 3D automated software SonoAVC was implemented 27. The use of SonoAVC with postprocessing in counting and measuring the size of antral follicles has been previously described in detail 24. In brief, the dimensions and relative sizes of individual follicles are displayed with a specific color. Postprocessing, involving the manual identification of follicles, was then used to ensure that all antral follicles were counted and measured. The mean relaxed sphere diameter, displayed as d(v), of each antral follicle in both ovaries was recorded and used for data analysis as this has been shown to most accurately reflect the true follicle diameter 2. The antral follicle population for each subject was recorded starting from 2.0 mm up to a maximum of.0 mm. Virtual Organ Computer-aided AnaLysis (VOCAL imaging program; GE Medical Systems) was used to quantify the volume of each ovary. The method, described in detail previously 29, involved manual delineation of the ovarian cortex in the B-plane of the multiplanar view as the dataset was rotated through a series of six consecutive 30 steps, and therefore a total of 10, for each volume calculation. Hormonal assays Blood samples were centrifuged, within 30 min of collection, for 20 min at 4 C and 4000 rpm spin to separate the serum which was then frozen at 20 C and stored for subsequent analysis of AMH, FSH, LH and estradiol (E2) levels. A MIS/AMH enzyme-linked immunosorbent assay kit (Diagnostic Systems Laboratories, Webster, TX, USA) was used to measure serum AMH levels. The lowest detection limit was 0.00 ng/ml and the intraand interassay coefficients of variation were below % and %, respectively. The micro particle enzyme immunoassay was used to measure serum FSH, LH and estradiol levels on an

3 21 Deb et al. AxSYM auto-analyzer (AxSYM; Abbott Laboratories, Abbott Park, IL, USA). The lowest detection limit for FSH was 0.37 IU/L, with intra- and interassay coefficients of variation below % and above %, respectively. The lowest detection limit for LH was 0.3 IU/L, with intra- and interassay coefficients of variation of 3% and 7%, respectively. The lowest detection limit for E2 was pmol/l, with intra- and interassay coefficients of variation of % and %, respectively. Statistical analysis The Statistical Package for the Social Sciences (version 17.0; SPSS, Chicago, IL, USA) was used for statistical analysis. General linear model with repeated measures design was used to perform the analysis of variance. Test of sphericity was performed using Mauchly s test on the data. If the assumption of sphericity was violated, Greenhouse Geisser correction was applied to the data and the P-value was derived subsequently. If the P-value derived following this correction was significant, the significance of the variation was reconfirmed using Hotelling s trace multivariate test and tests of withinsubject contrasts. A P-value of less than 0.0 was considered statistically significant. Correlation coefficients were used to analyze the significance of correlation of the markers between the different cycle phases and intraclass correlation coefficients (ICC) were used to evaluate the true intraindividual intracycle variation. RESULTS A total of 3 healthy volunteers were recruited for the study. Two were excluded from the final analysis as a dominant follicle was not confirmed during ultrasound assessments. Of the 3 included in the final analysis, 34 attended all four visits. One subject did not attend the luteal phase visit and the other did not attend the second follicular phase visit. Mean ± SD age and BMI of the participants was 2.12 ±.7 years and ± 3.0 kg/m 2, respectively. The mean ± SD of markers of ovarian reserve in different phases of the menstrual cycle are shown in Table 1. Repeated-measures analysis of variance showed that the total number of antral follicles measuring mm varied significantly (P = 0.002) across the menstrual cycle. Analysis of levels of contrasts showed a significant increase in count from the first follicular () phase to the second follicular () phase (F = 27.0; P < 0.001) and then a significant drop in count from the periovulatory phase () to the luteal () phase (F =.21; P = 0.007). There was no significant difference noted, however, in the total number of follicles measuring mm between the and phases of the menstrual cycle (P > 0.0) (Figure 1). On stratifying the antral follicles into cohorts of small ( mm and > mm) and large (>.0.0 mm) antral follicles, we found no significant intracycle variation in the small antral follicles measuring up to.0 mm (P = 0.32) but did find a significant variation in larger follicles measuring more than.0 mm (P < 0.001). The test for levels of contrast with large antral follicles showed that the count significantly increases from the phase to the phase (F = 3.32; P < 0.001) of the cycle and then drops significantly from the to the phase (F = 12.1; P = 0.001). The small antral follicles showed no significant variation at different levels of contrast (P > 0.0) (Figure 1). Two subgroups of small antral follicles ( mm and > mm) were further analyzed. Whilst > 4.0 mm follicles showed no significant (P = 0.33) intracycle variation, the mm follicles showed a small but significant (P = 0.042) intracycle variation, and this was noted between the first two follicular phases ( and ) (F =.091; P = 0.033) (Figure 2). The ovarian volume showed a significant intracycle variation (P < 0.001). This significance was noted because of the increase in ovarian volume between the and phases (F = 9.44; P = 0.004) of the menstrual cycle, Table 1 Comparison of ultrasound and endocrine determinants of ovarian reserve measured over one menstrual cycle in healthy volunteers with normal menstrual cycles. P-values were derived using repeated-measures analysis Parameter Early follicular (n = 3) Mid-follicular (n = 3) Periovulatory (n = 3) Luteal (n = 3) P AFC for follicle size: mm 22.7 ± ± ± ± 9.3 < mm 9.39 ± ± ± ± > mm.2 ± ± ± ± mm 17.4 ± ± ± ± >.0.0 mm.03 ± 3.0. ± ± ± 3.7 < Ovarian volume (cm 3 ).43± ± ± ± 2.4 < AMH (ng/ml) 2.1 ± ± ± ± FSH (IU/L).97 ± ± ± ± 1.90 < LH (IU/L).4 ± ± ± ± 3.03 < Estradiol (pmol/l) ± ± ± ± 7.4 < Data are given as mean ± SD. AFC, antral follicle count; AMH, anti-müllerian hormone; FSH, follicle-stimulating hormone; LH, luteinizing hormone.

4 Intracycle variation in markers of ovarian reserve 219 (a) AFC (size mm) AFC (size mm) (b) (c) AFC (size >.0.0 mm) Figure 1 Intracycle variation in mean antral follicle count (AFC), assessed using repeated-measures analysis, for follicles of size: (a) mm (P < 0.001), (b) mm (P = 0.30) and (c) >.0.0 mm (P < 0.001). Bars indicate standard error of the mean. Significant changes are indicated: **P < 0.01., early follicular phase;, mid-follicular phase;, periovulatory phase;, luteal phase. which was mainly attributable to the ovary containing the dominant follicle (Figure 3). There was a small but significant intracycle variation noted in serum AMH levels (P = 0.041). On analysis of levels of within-subject contrasts, we found that AMH levels significantly increase between the and phases (F = 11.9; P = 0.039) of the menstrual cycle (Figure 4). There were expected variations in serum FSH, LH and E2 levels. Serum FSH levels increased between the and phases (F =.7; P = 0.00) of the menstrual cycle before falling between the and phases (F =.; P < 0.001) when levels were significantly lower (P = 0.011) than during the phase of the cycle. Serum LH levels showed a similar pattern, increasing significantly from the to the phase (F = 23.9; P < 0.001) of the cycle before falling between the and the phase (F = 33.39; P < 0.001) when levels were comparable to those in the phase of the cycle. Estradiol levels mirrored the gonadotropins, increasing from the to the phase (F = 11.4; P = 0.001) and from the to the phase (F = 3.; P < 0.001) before significantly (a) AFC (size mm) (b) AFC (size > mm) Figure 2 Intracycle variation in mean small antral follicle count (AFC), assessed using repeated-measures analysis, for follicles of size: (a) mm (P = 0.33) and (b) > mm (P = 0.042). Bars indicate standard error of the mean. Significant change is indicated: *P < 0.0., early follicular phase;, mid-follicular phase;, periovulatory phase;, luteal phase. Ovarian volume (cm 3 ) Figure 3 Intracycle variation in mean ovarian volume assessed using repeated-measures analysis (P < 0.001). Bars indicate standard error of the mean. Significant change is indicated: **P < 0.01., early follicular phase;, mid-follicular phase;, periovulatory phase;, luteal phase. decreasing between the and phases (F = 129.9; P < 0.001) where levels remained significantly higher than those during the phase (Figure 4). Whilst total AFC (2.0.0 mm), small (2.0.0 mm) and large (>.0.0 mm) antral follicle counts, ovarian volume and AMH showed significant correlation (r = 0.94, 0.97, 0.7, 0. and 0.99, respectively), estradiol, FSH and LH showed a non-significant correlation (r = 0.41, 0.40 and 0.373, respectively) between different phases of the menstrual cycle. AMH, total AFC (2.0.0 mm) and small AFC (2.0.0 mm) showed excellent ICC (0.9, 0.94 and 0.94, respectively), suggesting that the majority of intracycle variation is due to between-subject variation and that the true within-subject variation related to the phase of menstrual cycle was only 4%, % and %, respectively. The ICCs for larger antral follicles (>.0.0 mm), ovarian volume, FSH, LH and estradiol suggested high intraindividual intracycle variation (Table 2).

5 220 Deb et al. (a) AMH (ng/ml) (b) FSH (IU/L) (c) LH (IU/L) (d) Estradiol (pmol/l) Figure 4 Intracycle variation in mean: (a) anti-müllerian hormone (AMH) (P = 0.041) levels, (b) follicle-stimulating hormone (FSH) (P < 0.001), (c) luteinizing hormone (LH) (P < 0.001) and (d) estradiol (P < 0.001), assessed using repeated-measures analysis. Bars indicate standard error of the mean. Significant change is indicated: *P < 0.0; **P < 0.01., early follicular phase;, mid-follicular phase;, periovulatory phase;, luteal phase. DISCUSSION This is the first study to examine antral follicles using the 3D ultrasound-assisted semi-automated technique SonoAVC. The results suggest a non-significant intracycle variation in number of small antral follicles (2.0.0 mm) but an excellent correlation between different phases of the menstrual cycle. The total AFC (2.0.0 mm) significantly varied across the menstrual cycle (P < 0.001). This was predominantly due to a variation in the number of larger antral follicles (>.0 mm) (P < 0.001) and, to a less but still significant extent, in the number of follicles measuring mm (P = 0.041). There was Table 2 Intraclass correlation coefficients (ICC) of ultrasound and endocrine markers of ovarian reserve over one menstrual cycle Parameter ICC 9% CI P AFC for follicle size: mm to 0.9 < mm to 0.91 < > mm to < mm to 0.9 < >.0.0 mm to 0.1 < Ovarian volume (cm 3 ) to < AMH (ng/ml) to 0.97 < FSH (IU/L) to LH (IU/L) to Estradiol (pmol/l) to AFC, antral follicle count; AMH, anti-müllerian hormone; FSH, follicle-stimulating hormone; LH, luteinizing hormone. no such variation in the number of follicles measuring mm or in the number of small antral follicles measuring mm as an overall cohort. Our results suggest a small but significant intracycle variation in serum AMH (P = 0.041), mainly attributable to the increase in luteal phase levels. The increase in AMH levels in the luteal phase of the cycle with no concomitant change in the small antral follicle population seen in this study suggests that there might be a new recruitment of preantral and early antral follicles in the luteal phase that cannot be identified on ultrasound. The increase in AMH we noted in the luteal phase has been described in one other study 14. Hehenkamp et al. examined 44 healthy volunteers, with an average of seven visits per participant, and described the menstrual cycle from the mid-luteal phase of the previous cycle to the luteal phase of the next cycle 14. The small significant increase in AMH noticed in the luteal phase might actually reflect the levels of the subsequent cycle, thereby raising the possibility that the number of early and preantral follicles expressing AMH may vary between cycles. The authors, however, believed that the luteal phase increase in AMH levels in their study could be non-significant due to the smaller number of measurements made and to a proportional increase in the number of younger patients assessed at that visit 14. In our study we examined only four time points in the menstrual cycle and the small increase in luteal phase levels of AMH might have become non-significant with a higher number of visits during each cycle. This, however, may not have an impact on its use clinically as this small increase in the luteal phase may not inform treatment protocols in either the poor or the high ovarian reserve group. Wunder et al. showed a periovulatory increase in the levels of AMH in 3 women with normal menstrual cycles 20. They, as we did in our study, described a period between two menstruations as one menstrual cycle. They examined the AMH level every other day and found that it increased in the late follicular phase and mid-luteal phase of the menstrual cycle, and that it decreased in the very early luteal phase, possibly because of the negative effect of luteinization on granulosa cells. The luteal phase increase in AMH levels in our study and the periovulatory increase in AMH levels shown by Wunder et al. 20 could be attributed to the preantral

6 Intracycle variation in markers of ovarian reserve 221 follicles not seen by ultrasound. It might be possible to explain the new recruitment of these follicles in the mid- to late luteal phase of the cycle when levels of gonadotropins are low, but it is difficult to explain the increase in AMH levels seen by Wunder et al. in the late follicular phase when the high levels of gonadotropins may have a negative impact on the expression of AMH. Cook et al. examined three time points (early follicular, periovulatory and luteal) in the menstrual cycle of 20 healthy women 1. They found an increase in AMH levels in the periovulatory phase (LH surge + 1 day). These results are in contrast to what was found in our study and also to the results of Wunder et al. 20. A small study population with fewer time points in the menstrual cycle may explain these findings. Only one recent study has examined the intracycle variation in AMH along with the AFC made using 2D ultrasound 1. Van Disseldorp et al. concluded that the variation in AMH during the menstrual cycle is significantly less than that seen in the AFC and that it was still a cycle-specific test of ovarian reserve. Moreover, they showed higher variation in the small antral follicles measuring 2 mm than in total AFC 1. These results contradict our results, which suggest that the total AFC shows a significant intracycle variation and that the small antral follicles (2.0.0 mm) do not show significant intracycle variation. The difference in results may be due to the difference in methodology. In our study, antral follicles were counted and measured using SonoAVC which has been shown to be reliable in counting and measuring antral follicles. Also, 2D and other manual methods might overestimate the size of antral follicles 24,2. This is the first study that describes intracycle variation in ovarian volume using 3D ultrasound. It shows significant intracycle variation, especially that due to an increase in the periovulatory and luteal phases of cycle attributed to the dominant follicle and subsequent corpus luteum formation. Intercycle variation in ovarian volume has been described in subfertile women using 2D 33 and 3D ultrasound 34. Ovarian volume must be assessed in the early follicular phase, i.e. before any significant follicle dominance occurs. FSH and LH both showed significant intracycle variation, mainly due to the increase in the periovulatory phase and subsequent drop in the luteal phase of the menstrual cycle. This variation is well described 3 and therefore confirms that these tests are also best performed in the early follicular phase. In conclusion, the ovarian reserve as measured using small AFC (2.0.0 mm) and AMH shows least intracycle variation and an excellent within-subject correlation. The small increase in the luteal phase levels of AMH might suggest a new recruitment of early antral and preantral follicles and, therefore, may more adequately predict the actual ovarian response but not necessarily the response to ovarian stimulation when compared to small antral follicles. Future studies designed to evaluate the ability to predict ovarian response following assisted reproduction treatment should possibly involve performance of these tests in different phases of the menstrual cycle. REFERENCES 1. Verhagen TE, Hendriks DJ, Bancsi LF, Mol BW, Broekmans FJ. The accuracy of multivariate models predicting ovarian reserve and pregnancy after in vitro fertilization: A meta-analysis. Hum Reprod Update 200; 14: Chang MY, Chiang CH, Hsieh TT, Soong YK, Hsu KH. Use of the antral follicle count to predict the outcome of assisted reproductive technologies. Fertil Steril 199; 9: Pellicer A, Ardiles G, Neuspiller F, Remohi J, Simon C, Bonilla- Musoles F. Evaluation of the ovarian reserve in young low responders with normal basal levels of follicle-stimulating hormone using three-dimensional ultrasonography. Fertil Steril 199; 70: Pellicer A, Gaitan P, Neuspiller F, Ardiles G, Albert C, Remohi J, Simon C. Ovarian follicular dynamics: From basic science to clinical practice. J Reprod Immunol 199; 39: Scheffer GJ, Broekmans FJ, Dorland M, Habbema JD, Looman CW, te Velde ER. Antral follicle counts by transvaginal ultrasonography are related to age in women with proven natural fertility. Fertil Steril 1999; 72: Scheffer GJ, Broekmans FJ, Looman CW, Blankenstein M, Fauser BC, tejong FH, tevelde ER. The number of antral follicles in normal women with proven fertility is the best reflection of reproductive age. Hum Reprod 2003; 1: Elgindy EA, El-Haieg DO, El-Sebaey A. Anti-mullerian hormone: Correlation of early follicular, ovulatory and midluteal levels with ovarian response and cycle outcome in intracytoplasmic sperm injection patients. Fertil Steril 200; 9: Kwee J, Schats R, McDonnell J, Themmen A, de Jong F, Lambalk C. Evaluation of anti-mullerian hormone as a test for the prediction of ovarian reserve. Fertil Steril 200; 90: Broekmans FJ, Visser JA, Laven JS, Broer SL, Themmen AP, Fauser BC. Anti-mullerian hormone and ovarian dysfunction. Trends Endocrinol Metab 200; 19: Broer SL, Mol B, Dolleman M, Fauser BC, Broekmans FJ. The role of anti-müllerian hormone assessment in assisted reproductive technology outcome. Curr Opin Obstet Gynecol 20; 22: La Marca A, Giulini S, Tirelli A, Bertucci E, Marsella T, Xella S, Volpe A. Anti-Müllerian hormone measurement on any day of the menstrual cycle strongly predicts ovarian response in assisted reproductive technology. Hum Reprod 2007; 22: van Rooij IA, Broekmans FJ, Scheffer GJ, Looman CW, Habbema JD, de Jong FH, Fauser BJ, Themmen AP, te Velde ER. Serum antimullerian hormone levels best reflect the reproductive decline with age in normal women with proven fertility: A longitudinal study. Fertil Steril 200; 3: Jayaprakasan K, Deb S, Batcha M, Hopkisson J, Johnson I, Campbell B, Raine-Fenning N. The cohort of antral follicles measuring 2- mm reflects the quantitative status of ovarian reserve as assessed by serum levels of anti-mullerian hormone and response to controlled ovarian stimulation. Fertil Steril 20; 94: Hehenkamp WJ, Looman CW, Themmen AP, de Jong FH, Te Velde ER, Broekmans FJ. Anti-mullerian hormone levels in the spontaneous menstrual cycle do not show substantial fluctuation. J Clin Endocrinol Metab 200; 91: La Marca A, Stabile G, Artenisio AC, Volpe A. Serum antimullerian hormone throughout the human menstrual cycle. Hum Reprod 200; 21: van Disseldorp J, Lambalk CB, Kwee J, Looman CW, Eijkemans MJ, Fauser BC, Broekmans FJ. Comparison of inter- and intracycle variability of anti-mullerian hormone and antral follicle counts. Hum Reprod 20; 2: Tsepelidis S, Devreker F, Demeestere I, Flahaut A, Gervy C, Englert Y. Stable serum levels of anti-mullerian hormone during

7 222 Deb et al. the menstrual cycle: A prospective study in normo-ovulatory women. Hum Reprod 2007; 22: Cook CL, Siow Y, Taylor S, Fallat ME. Serum mullerianinhibiting substance levels during normal menstrual cycles. Fertil Steril 2000; 73: Eldar-Geva T, Ben-Chetrit A, Spitz IM, Rabinowitz R, Markowitz E, Mimoni T, Gal M, Zylber-Haran E, Margalioth EJ. Dynamic assays of inhibin B, anti-mullerian hormone and estradiol following FSH stimulation and ovarian ultrasonography as predictors of IVF outcome. Hum Reprod 200; 20: Wunder DM, Bersinger NA, Yared M, Kretschmer R, Birkhauser MH. Statistically significant changes of antimullerian hormone and inhibin levels during the physiologic menstrual cycle in reproductive age women. Fertil Steril 200; 9: Jayaprakasan K, Campbell BK, Clewes JS, Johnson IR, Raine-Fenning NJ. Three-dimensional ultrasound improves the interobserver reliability of antral follicle counts and facilitates increased clinical work flow. Ultrasound Obstet Gynecol 200; 31: Jayaprakasan K, Walker KF, Clewes JS, Johnson IR, Raine- Fenning NJ. The interobserver reliability of off-line antral follicle counts made from stored three-dimensional ultrasound data: a comparative study of different measurement techniques. Ultrasound Obstet Gynecol 2007; 29: Scheffer GJ, Broekmans FJ, Bancsi LF, Habbema JD, Looman CW, Te Velde ER. Quantitative transvaginal two- and threedimensional sonography of the ovaries: reproducibility of antral follicle counts. Ultrasound Obstet Gynecol 2002;20: Deb S, Jayaprakasan K, Campbell BK, Clewes JS, Johnson IR, Raine-Fenning NJ. Intraobserver and interobserver reliability of automated antral follicle counts made using three-dimensional ultrasound and SonoAVC. Ultrasound Obstet Gynecol 2009; 33: Deb S, Campbell BK, Clewes JS, Raine-Fenning NJ. Quantitative analysis of antral follicle number and size: a comparison of two-dimensional and automated three-dimensional ultrasound techniques. Ultrasound Obstet Gynecol 20; 3: Deb S, Batcha M, Campbell BK, Jayaprakasan K, Clewes JS, Hopkisson JF, Sjoblom C, Raine-Fenning NJ. The predictive value of the automated quantification of the number and size of small antral follicles in women undergoing ART. Hum Reprod 2009; 24: Raine-Fenning N, Jayaprakasan K, Clewes J, Joergner I, Bonaki SD, Chamberlain S, Devlin L, Priddle H, Johnson I. SonoAVC: a novel method of automatic volume calculation. Ultrasound Obstet Gynecol 200; 31: Raine-Fenning N, Jayaprakasan K, Chamberlain S, Devlin L, Priddle H, Johnson I. Automated measurements of follicle diameter: A chance to standardize? Fertil Steril 2009; 91: Raine-Fenning N, Campbell B, Collier J, Brincat M, Johnson I. The reproducibility of endometrial volume acquisition and measurement with the VOCAL-imaging program. Ultrasound Obstet Gynecol 2002; 19: Gougeon A. Some aspects of the dynamics of ovarian follicular growth in the human. Acta Eur Fertil 199; 20: Gougeon A. Regulation of ovarian follicular development in primates: facts and hypotheses. Endocr Rev 199;17: Tsepelidis S, Demeestere I, Delbaere A, Gervy C, Englert Y. [anti-mullerian hormone and its role in the regulation of ovarian function. Review of the literature]. Rev Med Brux 2007; 2: Elter K, Sismanoglu A, Durmusoglu F. Intercycle variabilities of basal antral follicle count and ovarian volume in subfertile women and their relationship to reproductive aging: A prospective study. Gynecol Endocrinol 200; 20: Jayaprakasan K, Campbell B, Hopkisson J, Clewes J, Johnson I, Raine-Fenning N. Establishing the intercycle variability of threedimensional ultrasonographic predictors of ovarian reserve. Fertil Steril 200; 90: Gougeon A. [intragonadal regulation of human follicular genesis: Facts and hypotheses]. Ann Endocrinol (Paris) 1994; : 3 73.

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