Three-dimensional Ultrasound in Evaluation of the Ovary

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1 Journal of Medical Ultrasound (2012) 20, 136e141 Available online at journal homepage: REVIEW ARTICLE Three-dimensional Ultrasound in Evaluation of the Ovary Meng-Hsing Wu 1, Yueh-Chin Cheng 1, Chiung-Hsin Chang 1 *, Huei-Chen Ko 2,3, Fong-Ming Chang 1,2,3 1 Department of Obstetrics and Gynecology, National Cheng Kung University Hospital and College of Medicine, National Cheng Kung University, Tainan, 2 Department of Psychology, Asia University, Taichung, and 3 Institute of Behavior Medicine, College of Medicine, National Cheng Kung University, Tainan, Taiwan Received 31 May, 2012; accepted 22 June, 2012 KEY WORDS ovary, three-dimensional ultrasonography Three-dimensional (3D) ultrasound is an easy, important and noninvasive method for the differential diagnosis of ovarian disease in the clinical practice of obstetrics and gynecology. With advances in ultrasonographic technology, the application of higher-frequency scanning probes can evaluate the ovary in the analysis of morphological anatomy and in volume measurement, and is highly reproducible. The potential of power Doppler ultrasound with vascular indices that can further depict and quantify the microcirculation of the ovary has been extensively explored. The aim of this review is to report the present status and the recent development of 3D ultrasonography in the evaluation of the ovary. In conclusion, 3D ultrasound examination may help us to investigate the functional and potential roles of ultrasonography in clinical practice concerned with the ovary. Furthermore, 3D ultrasound may provide more substantial assistance in the differential diagnosis of various physiological or pathological conditions of the ovary. ª 2012, Elsevier Taiwan LLC and the Chinese Taipei Society of Ultrasound in Medicine. Open access under CC BY-NC-ND license. Introduction * Correspondence to: Dr. Chiung-Hsin Chang, Department of Obstetrics and Gynecology, College of Medicine and Hospital, National Cheng Kung University, 138 Sheng-Li Road, Tainan 70428, Taiwan. address: ahsin@mail.ncku.edu.tw (C.-H. Chang). Three-dimensional (3D) ultrasound is an easy and noninvasive method for the differential diagnosis of various physiological and pathological conditions of the ovary in the clinical practice of obstetrics and gynecology. With advances in 3D ultrasonographic technology, although 3D imaging is still at a relatively early stage, the application of ª 2012, Elsevier Taiwan LLC and the Chinese Taipei Society of Ultrasound in Medicine. Open access under CC BY-NC-ND license.

2 3D Ultrasound in Evaluation of the Ovaries 137 higher-frequency scanning probes can evaluate the ovary in the analysis of morphological anatomy and in volume measurement, and is highly reproducible [1,2]. The three dimensions improve spatial orientation and access multiplanar views, especially the coronal (reconstructed) plane, which can provide additional information that can depict lesions not easily diagnosed by two-dimensional (2D) ultrasound imaging. It can rotate and magnify the acquired stored volume for re-evaluation with reduced scanning time and without increasing patient discomfort. The 3D volume measurement of the ovary, follicles and stroma can be determined more precisely by outlining meticulously the region of interest. The potential of power Doppler ultrasound with vascular indices that can further depict and quantify the microcirculation of the ovary is extensively explored. Furthermore, some 3D software programs using the virtual organ computer-aided analysis (VOCAL) system have been developed but further work is needed to ensure a clinically relevant benefit. The aim of this review is to report the present status and the recent development of 3D ultrasonography in the evaluation of the ovary. Parameters for evaluation of the ovary using 3D ultrasound The length (one dimension) of the ovarian diameter, area (two dimensions) and volume (three dimensions) can be easily calculated; especially the rotatable perpendicular planes of the ovary using 3D ultrasound. The ovarian volumes are estimated using the trapezoid formula by 3D ultrasound that is compared with the ellipsoid formula (height width length 0.523) by conventional 2D ultrasound scanning [3]. The most common indices of color Doppler examination followed B mode are pulsatility index (PI), resistance index (RI) and systole to diastole (S/D) ratio [4]. The calculation of RI and PI is based on the following formulas: RI Z (S D)/S and PI Z (S D)/mean, where S is the peak systolic velocity, D is the end diastolic velocity and the mean is the averaged maximum velocity. SonoAVC (Automatic Volume Calculation) is a software program that can identify and quantify ovarian hypoechogenic regions within a 3D dataset and provide automatic estimation of their absolute dimensions, mean diameter and volume of fluid-filled areas of the ovary. Each different volume of cyst or follicle is color coded separately, SonoAVC can evaluate follicular development within the ovary [5]. Power Doppler ultrasound can provide information on the quantity of moving blood cells per volume, which will demonstrate the real vascularity of the ovary. Several indices for 3D power Doppler angiography have been proposed using the VOCAL system: MG (mean gray value), VI [vascularization index, an estimation of vessel density, determined by the formula: color voxels/(total voxels e background voxels)], FI [flow index, the average intensity of the flow, determined by the formula: weighted color voxels/(color voxels e border voxels)], and VFI [vascularization flow index, both flow and vessel intensity, determined by the formula: weighted color voxels/(total voxels e background voxels)] to examine and quantify the blood flow and vascularization of the ovarian stroma [2]. Recently, a new four-dimensional (4D) method for assessment of ovarian vascularization changes during the cardiac cycle using spatiotemporal image correlation-high definition flow (STIC-HDF) to overcome the influence of machine settings and attenuation is described [6]. Based on 1-cm 3 spherical sampling, VI from the most vascularized part of the ovarian stroma in 3D volumes of the 4D STIC-HDF chain is calculated. The maximum [VI(sys)] and minimum [VI(diast)] values are assumed to represent two different moments of the cardiac cycle (systole and diastole), respectively. In addition, the mean VI for all chain volumes for one cardiac cycle is calculated. Based on these three VI values, three new indices including volumetric systolic/ diastolic ratio (vs/d), volumetric resistance index (vri) and volumetric pulsatility index (vpi) are calculated. These volumetric Doppler indices overcome the influence of angle of insonation and vessel diameter by application of ratios between values obtained within a cardiac cycle. Ovary Three perpendicular planes of bilateral ovaries are rotatable to obtain the largest dimensions after the digital data have been documented using 3D ultrasonography [3]. Stroma and volume determinations can be obtained more accurately by 3D images than by conventional 2D ultrasonography. 3D ultrasonography not only facilitates noninvasive retrospective evaluation and volume calculation but also shortens examination time without increasing patient discomfort. The ovarian volume, number and volume of antral follicles, and ovarian power Doppler vascular indices can be assessed easily by 3D transvaginal grayscale and power Doppler ultrasound [7]. The right ovary is larger and contains more follicles than the left one in asymptomatic women aged 20e29 years with follicles 2e10 mm, on menstrual cycle day 4e8, using combined oral contraceptives. The differences between the right and left ovary are less obvious in women aged 30e39 years. Ovarian volume tends to be smaller in women aged 20e29 years than in those aged 30e39 years, but there are no clear differences. There is no statistical significance in the size of the largest follicle, total follicular volume and vascular indices between the age groups. The flow intensity in ovarian stroma decreases along with the aging process, using 3D power Doppler ultrasound [8]. The vascular indices, including VI, FI and VFI, all decrease significantly in the order of premenopause, perimenopause, and then postmenopause. However, this situation is reversed after 3 months of continuousecombined hormone replacement therapy [9]. All 3D power Doppler indices of ovarian stromal flow show a significant increase after treatment. SonoAVC with 3D ultrasound examination can evaluate the different stages of follicular development within the ovary [5]. This 3D automated technique for the measurement of antral follicle number and size is significantly quicker than 2D ultrasound imaging [10]. However, fewer antral follicles are found when SonoAVC software program is used to analyze 3D ultrasound data. The median VI, FI and VFI calculated using HDF are significantly higher when compared with conventional

3 138 M.-H. Wu et al. power Doppler imaging in the endometrium of asymptomatic premenopausal women undergoing 3D transvaginal sonography [11]. When assessing ovarian vascularization with these 3D vascular indices using STIC-HDF throughout the cardiac cycle, the mean VI during systole is significantly higher than that during diastole, which means VI calculation is affected by the time in the cardiac cycle when the measurement is taken [6]. However, the mean FI values during systole and diastole remain constant in the normal nondominant ovary. When further assessing the new volumetric impedance indices of ovarian vascularization, using STIC-HDF technology is also reproducible [12]. Polycystic ovarian syndrome (PCOS) PCOS is a common cause of ovarian dysfunction and anovulation in women of reproductive age. The ovaries of the patients with PCOS are larger in size, area and volume when compared with those of normal controls [3]. The Rotterdam ESHRE/ASRM-sponsored PCOS 2003 consensus workshop group define the ultrasound criteria of PCOS as the presence of at least 12 follicles in each ovary, which measure 2e9 mm in diameter, and/or increased ovarian volume (>10 ml) [13]. In our study, the mean ovarian volume using 3D transvaginal ultrasound was cm 3 in PCOS patients (compared with cm 3 in the control group), which is near the value of the revised Rotterdam consensus ultrasound diagnostic criteria for PCOS. Although polycystic ovary ultrasound appearance is not a prerequisite for the diagnosis of PCOS, ovarian stromal area/total area ratio is the most efficient diagnostic indicator for hyperandrogenism that is significantly correlated with androgen levels [14]. Our study further demonstrated increased VI, FI and VFI in the ovarian stromal Doppler signals in PCOS assessed on day 2 or day 3 of the menstrual cycle using 3D power Doppler ultrasound [15]. This result may explain the excessive response observed during gonadotropin administration in women with PCOS, which leads to ovarian hyperstimulation syndrome. Ovarian VI and VFI measured by 3D power Doppler are significantly higher in PCOS women in the study of Mala et al [16], which is similar to our results. In a recent caseecontrol 4D STIC-HDF transvaginal ultrasound study, mean VI(sys) and mean VI(diast) of ovarian stroma were significantly higher in PCOS women compared with controls [17]. Increased uterine artery PI and RI and lower ovarian PI and RI measured by 2D Doppler imaging in PCOS women are found when compared with controls [16]. Furthermore, median vs/d, mean vri and median vpi of ovarian stroma are also significantly lower in PCOS women by 4D STIC-HDF study [17]. These results suggest lower impedance to flow in ovarian stromal vessels in PCOS women. However, stromal volume, echogenicity (mean gray value) and vascularity (FI) of 3D ultrasound measurements in Chinese women with PCOS are significantly lower than those in Caucasian women with PCOS [18]. This supports the concept that ovarian characteristics of PCOS by 3D ultrasound may be influenced by ethnicity or phenotypic expression. Similarly, genetic variation may be another cause of different PCOS expression. In our study, there were ethnic and racial variations in the prevalence of insulin receptor substrate (IRS)-2 Gly1057Asp polymorphisms [19]. The homozygous IRS-2 Asp1057 allele was the common genotype in IRS-2 Gly1057Asp polymorphisms in the Taiwanese female population. The frequency of this IRS-2 polymorphism is higher in PCOS patients when compared with normal controls. However, there is no difference between PCOS and normal women for this polymorphism, and women homozygous for the Gly1057 allele is the common genotype in Greek populations [20]. Laparoscopic ovarian drilling for clomiphene-resistant PCOS women increases ovulation rate and cumulative pregnancy rate. It may result in a transient increase, with a subsequent significant reduction, in ovarian volume by 3D ultrasound evaluation after laparoscopic ovarian drilling [21]. In young PCOS women who received laparoscopic ovarian drilling, the parameters in intraovarian stroma after operative treatment demonstrated significantly decreased VI and VFI by 3D transabdominal power Doppler ultrasound in our study [22]. Laparoscopic ovarian drilling treatment affects ovarian stromal blood flow dynamics in short-term follow-up that may be beneficial to endocrine profiles and intraovarian stromal flow in PCOS patients. In addition, there is a positive correlation between plasma levels of anti-müllerian hormone and ovarian stromal blood flow changes using 3D power Doppler ultrasonography in PCOS women, including before and after laparoscopic ovarian drilling treatment [23]. Plasma level of anti-müllerian hormone is increased in PCOS women and is significantly decreased after laparoscopic surgery, similar to the changes in ovarian stromal blood flow Doppler indices. Ovarian endometriosis Endometriosis is a polygenic disease with a complex, multifactorial etiology that reduces the quality of life due to chronic pelvic pain, dysmenorrhea, and dyspareunia [24]. Ultrasound is an easy and noninvasive tool used in the differential diagnosis of endometriosis, especially before surgical intervention of ovarian endometrioma [25]. Most of the cases with ovarian endometrioma can be found through abdominal or transvaginal ultrasound with good accuracy. The classical pictures of ovarian endometrioma present as cysts with homogeneous hypoechogenic content (such as ground glass appearance) and are often referred as chocolate cysts. Sometimes, it is necessary to differentiate various benign and malignant tumors with ovarian endometrioma. When an ovarian cyst contains a fluidefluid level or fishnet appearance from ultrasound imaging, it needs to be differentiated from the possibility of a hemorrhagic functional cyst. When the endometriotic cyst contains a solid appearance or internal septation, it may be due to reactive fibrosis or retracted blood clots without vascularity, by Doppler analysis. The typical vascularity pattern of ovarian endometrioma is the pericystic flow near the ovarian hilus. The use of color Doppler imaging does not improve the accuracy of the diagnosis of ovarian endometrioma, but can reduce the likelihood of malignancy. The sonographic tissue characterization can be assessed with mean gray value (MGV) of the 3D volume, which represents the mean intensity of gray-scale voxels (the smallest unit of volume) within the ovary. When assessing

4 3D Ultrasound in Evaluation of the Ovaries 139 the cyst content using MGV with the VOCAL system, in differentiating ovarian endometriomas from other ovarian cysts, cyst content MGV is higher in ovarian endometrioma than in other unilocular ovarian cysts that may contribute to the diagnosis of ovarian endometrioma [26]. In addition, about 7% of adnexal masses cannot be classified as benign or malignant using subjective assessment of gray-scale and Doppler ultrasound findings [27]. 3D ultrasonography can easily localize the distribution of vascularity via rotation of the 3D ultrasound planes, which helps to discriminate benign from malignant ovarian tumors [28]. The gold standard method for the diagnosis of endometriosis is laparoscopy, but surgery for ovarian endometrioma may decrease ovarian reserve, which may impair fertility. Laparoscopic excision of ovarian endometrioma is still associated with a high recurrence rate, and surgical treatment prior to in vitro fertilization (IVF) has no additional benefit over expectant management [29]. The use of laparoscopy for women undergoing assisted reproductive technology has recently been challenged. We use 3D power Doppler scan to demonstrate the dynamic vascularity and to provide a prognostic tool for IVF outcomes in patients with endometriomas. Decreased oocyte retrieval numbers and pregnancy rates are found in women undergoing IVF after laparoscopic surgery for ovarian endometriomas compared with women with tubal infertility [30]. Intraovarian stromal blood flow parameters using 3D power Doppler ultrasound demonstrate decreased VI, FI and VFI in the endometriotic group. It may be an initial predictor of a decreased ovarian reserve before the increase of follicle stimulating hormone in early follicular phase. These results may be due to a diminished ovarian reserve after conservative surgery for endometrioma, which leads to ovarian damage and decreased intraovarian vascularity. In addition, the follicular fluid leptin level is negatively correlated with ovarian stromal FI in women with tubal infertility, however, there is no such correlation in women with endometrioma after surgery [30]. This decreased FI, which may be secondary to reduced blood flow through the ovarian stroma, leads to follicular hypoxia followed by the secretion of several angiogenic factors, such as leptin, in the ovarian follicles. Deficient angiogenic responses in the ovarian cortices in women with endometrioma after surgery may lose the negative correlation between follicular fluid leptin and intraovarian FI. Therefore, women with minimal and mild endometriosis may choose simultaneous laparoscopy combined with a modified IVF (gonadotropin-releasing hormone antagonist) protocol [31]. It will shorten the time to pregnancy with a high cumulative pregnancy rate after complete surgical removal of all visible endometriotic lesions. Traditional gonadotropin-releasing hormone agonist IVF protocol is a valid option for those with more severe stages of endometriosis after laparoscopic treatment without restored fertility. Ovulation induction and infertility The ultrasound assessment of follicular maturity to decide the time of human chorionic gonadotropin (hcg) injection is important in the process of all assisted reproductive techniques. 3D and power Doppler ultrasound examination before giving hcg may help to assess more accurately follicular diameter and volume measurement and to identify the presence of cumulus. This will evaluate the parameters of perifollicular vascularity to ensure the presence of a mature ovum in the follicle that may improve pregnancy rates in intrauterine insemination cycles [32]. The follicular volume is higher in the anovulatory intrauterine insemination cycle [33]. Periovulatory subfollicular VI and VFI are low in cycles that achieve pregnancy, which means they may be used as markers of follicular quality and pregnancy predictors [33]. In our previous studies, 3D power Doppler ultrasonographic indices were used to evaluate ovarian stromal blood flow and vascularization during gonadotropin administration in controlled ovarian hyperstimulation. The ovarian stromal VI, FI and VFI were significantly increased in hyperresponders [34], and decreased in women with poor response to ovarian stimulation when compared with women with normal response [35]. However, Jayaprakasan et al have demonstrated that the antral follicle count is the single best predictor of poor ovarian response [36]. Ovarian vascularity indices measured by 3D ultrasound are not decreased in women with poor response during IVF treatment. They also show that antral follicle count is the only significant predictor of ovarian hyperstimulation syndrome during IVF [37]. There are no significant differences in ovarian volume and blood flow indices including VI, FI and VFI between women developing ovarian hyperstimulation syndrome and normal control. These 3D studies to evaluate IVF outcome are still controversial, therefore, further research is warranted. SonoAVC is a new technology that can be used in daily practice especially for infertile women undergoing assisted reproduction treatment. This 3D software program can provides automated measurements of hypoechogenic areas such as antral follicle number and size within a shorter time. The number of antral follicles measuring 2e4 mm in diameter is an independent, significant predictor of pregnancy following IVF treatment, via multiple logistic regression analysis using SonoAVC [38]. SonoAVC can further evaluate stimulated ovaries for timing hcg administration based on follicular volume estimation rather than follicular diameter. When follicle volume is automatically measured at >0.6 ml on the day of hcg administration, it will be easy to find mature oocytes at the time of egg retrieval [39]. However, SonoAVC does not improve the clinical outcome of assisted reproduction treatment in the determining the timing of final follicle maturation and egg retrieval than those made from 2D ultrasound [40]. Ovarian malignancy It is important to be aware of the possibility of ovarian cancer before surgical treatment for an adnexal mass. Ultrasound examination is a useful method to diagnose differentially the adnexal lesions from any chance of malignancy. Two widely used ultrasound methods, namely the risk of malignancy index and subjective assessment by ultrasound contribute to discriminating malignant from benign ovarian masses in preoperative assessment [41]. The risk of malignancy index combines ultrasound

5 140 M.-H. Wu et al. morphological score, serum cancer antigen 125 levels and menopausal status. There are several morphological and vascular parameters to evaluate the adnexal cysts by transvaginal color Doppler ultrasound, to exclude the possibility of ovarian malignancy in preoperative evaluation, including the presence of vessels and its location (central or peripheral), peak systolic velocity, RI and PI of the lesion vascularity [42]. However, there is still an overlap of these parameters between benign and malignant tumors. The best parameters to differentiate malignant cancers from benign lesions are the lowest Doppler RI with a cutoff value of 0.45 and central tumor vessel location. 3D ultrasound is a reproducible imaging technique to improve diagnostic accuracy for assessing ovarian cancers. It has both a higher sensitivity and specificity for preoperative identification of suspicious adnexal mass when compared to conventional 2D ultrasonography [43]. Using 3D power Doppler ultrasound evaluation, the mean gray index and the FI, as well as the central localization of vessels in the tumor, are important parameters contributing to the differentiation between benign and malignant ovarian masses [44]. Mean VI and VFI by 3D power Doppler ultrasound are significantly higher in advanced-stage cancers and metastatic ovarian tumors as compared with early-stage ovarian cancers [45]. When using spherical sampling with the VOCAL system for calculating 3D power Doppler vascular indices, the median VI, FI and VFI for all sphere volumes are significantly higher in malignant adnexal tumors [46]. VI is significantly more specific than are VFI and FI. However, sphere volume does not affect the performance of 3D power Doppler sampling for predicting malignancy in vascularized adnexal tumors. Conclusion Although conventional 2D ultrasound already is an easy, noninvasive and valuable diagnostic tool in the evaluation of the ovary during clinical practice in the field of obstetrics and gynecology, 3D ultrasound is an emerging technology that allows physicians to comprehend and evaluate with ease the sophisticated anatomy of the ovary observed from any arbitrary planes. The application of 3D power Doppler and some new software programs further the clinical role of 3D ultrasound to provide substantial assistance in pelvic imaging. However, 3D ultrasound still needs more experience in training and operating than 2D ultrasound. Further research should be conducted to explore more potential uses of 3D and power Doppler ultrasonography to provide enhanced depiction of ovarian morphology and vascularity. References [1] Coyne L, Jayaprakasan K, Raine-Fenning N. 3D ultrasound in gynecology and reproductive medicine. Womens Health (Lond Engl) 2008;4:501e16. [2] Wu MH, Pan HA, Chang FM. Three-dimensional and power Doppler ultrasonography in infertility and reproductive endocrinology. Taiwan J Obstet Gynecol 2007;46:209e14. [3] Wu MH, Tang HH, Hsu CC, et al. The role of three-dimensional ultrasonographic images in ovarian measurement. Fertil Steril 1998;69:1152e5. [4] Downing GJ, Yarlagadda P, Maulik D. Effects of acute hypoxemia on umbilical arterial Doppler indices in a fetal ovine model. Early Hum Dev 1991;25:1e10. [5] Raine-Fenning N, Jayaprakasan K, Clewes J, et al. SonoAVC: a novel method of automatic volume calculation. Ultrasound Obstet Gynecol 2008;31:691e6. [6] Kudla MJ, Alcazar JL. Spatiotemporal image correlation using high-definition flow: a new method for assessing ovarian vascularization. J Ultrasound Med 2010;29:1469e74. [7] Jokubkiene L, Sladkevicius P, Valentin L. Ovarian size and vascularization as assessed by three-dimensional grayscale and power Doppler ultrasound in asymptomatic women 20e39 years old using combined oral contraceptives. Contraception S0010eS7824(11) [8] Pan HA, Cheng YC, Li CH, et al. Ovarian stroma flow intensity decreases by age: a three-dimensional power doppler ultrasonographic study. Ultrasound Med Biol 2002;28:425e30. [9] Pan HA, Li CH, Cheng YC, et al. Quantification of ovarian stromal Doppler signals in postmenopausal women receiving hormone replacement therapy. Menopause 2003; 10:366e72. [10] Deb S, Campbell BK, Clewes JS, et al. Quantitative analysis of antral follicle number and size: a comparison of twodimensional and automated three-dimensional ultrasound techniques. Ultrasound Obstet Gynecol 2010;35:354e60. [11] Alcazar JL, Kudla MJ. Three-dimensional vascular indices calculated using conventional power Doppler and highdefinition flow imaging: are there differences? J Ultrasound Med 2010;29:761e6. [12] Kudla MJ, Alcazar JL. Spatiotemporal image correlation with spherical sampling and high-definition flow: new 4-dimensional method for assessment of tissue vascularization changes during the cardiac cycle: reproducibility analysis. J Ultrasound Med 2012;31:73e80. [13] Revised 2003 consensus on diagnostic criteria and long-term health risks related to polycystic ovary syndrome (PCOS). Hum Reprod 2004;19:41e7. [14] Nardo LG, Gelbaya TA. Evidence-based approach for the use of ultrasound in the management of polycystic ovary syndrome. Minerva Ginecol 2008;60:83e9. [15] Pan HA, Wu MH, Cheng YC, et al. Quantification of Doppler signal in polycystic ovary syndrome using three-dimensional power Doppler ultrasonography: a possible new marker for diagnosis. Hum Reprod 2002;17:201e6. [16] Mala YM, Ghosh SB, Tripathi R. Three-dimensional power Doppler imaging in the diagnosis of polycystic ovary syndrome. Int J Gynaecol Obstet 2009;105:36e8. [17] Alcazar JL, Kudla MJ. Stromal ovarian vessels assessed by spatiotemporal image correlation-high definition flow in women with polycystic ovarian syndrome: a casecontrol study. Ultrasound Obstet Gynecol http: //dx.doi.org/ /uog [18] Lam P, Raine-Fenning N, Cheung L, et al. Three-dimensional ultrasound features of the polycystic ovary in Chinese women. Ultrasound Obstet Gynecol 2009;34:196e200. [19] Lin YS, Tsai SJ, Lin MW, et al. Interleukin-6 as an early chronic inflammatory marker in polycystic ovary syndrome with insulin receptor substrate-2 polymorphism. Am J Reprod Immunol 2011;66:527e33. [20] Christopoulos P, Mastorakos G, Gazouli M, et al. Study of association of IRS-1 and IRS-2 genes polymorphisms with clinical and metabolic features in women with polycystic ovary syndrome. Is there an impact? Gynecol Endocrinol 2010; 26:698e703. [21] Tulandi T, Watkin K, Tan SL. Reproductive performance and three-dimensional ultrasound volume determination of polycystic ovaries following laparoscopic ovarian drilling. Int J Fertil Womens Med 1997;42:436e40.

6 3D Ultrasound in Evaluation of the Ovaries 141 [22] Wu MH, Huang MF, Tsai SJ, et al. Effects of laparoscopic ovarian drilling on young adult women with polycystic ovarian syndrome. J Am Assoc Gynecol Laparosc 2004;11:184e90. [23] Elmashad AI. Impact of laparoscopic ovarian drilling on anti- Mullerian hormone levels and ovarian stromal blood flow using three-dimensional power Doppler in women with anovulatory polycystic ovary syndrome. Fertil Steril 2011;95: 2342e6. [24] Wu MH, Lu CW, Chuang PC, et al. Prostaglandin E2: the master of endometriosis? Exp Biol Med (Maywood) 2010;235:668e77. [25] Wu MH, Cheng CY, Chang FM. Ultrasonographic assessment of ovarian endometrioma. J Med Ultrasound 2008;16:241e8. [26] Alcazar JL, Leon M, Galvan R, et al. Assessment of cyst content using mean gray value for discriminating endometrioma from other unilocular cysts in premenopausal women. Ultrasound Obstet Gynecol 2010;35:228e32. [27] Valentin L, Ameye L, Savelli L, et al. Adnexal masses difficult to classify as benign or malignant using subjective assessment of gray-scale and Doppler ultrasound findings: logistic regression models do not help. Ultrasound Obstet Gynecol 2011;38:456e65. [28] Raine-Fenning N, Jayaprakasan K, Deb S. Three-dimensional ultrasonographic characteristics of endometriomata. Ultrasound Obstet Gynecol 2008;31:718e24. [29] Gelbaya TA, Nardo LG. Evidence-based management of endometrioma. Reprod Biomed Online 2011;23:15e24. [30] Wu MH, Tsai SJ, Pan HA, et al. Three-dimensional power Doppler imaging of ovarian stromal blood flow in women with endometriosis undergoing in vitro fertilization. Ultrasound Obstet Gynecol 2003;21:480e5. [31] Chen ML, Lee KC, Yang CT, et al. Simultaneous laparoscopy for endometriotic women undergoing in vitro fertilization. Taiwan J Obstet Gynecol 2012;51:66e70. [32] Panchal S, Nagori CB. Pre-hCG 3D and 3D power Doppler assessment of the follicle for improving pregnancy rates in intrauterine insemination cycles. J Hum Reprod Sci 2009;2: 62e7. [33] Engels V, Sanfrutos L, Perez-Medina T, et al. Periovulatory follicular volume and vascularization determined by 3D and power Doppler sonography as pregnancy predictors in intrauterine insemination cycles. J Clin Ultrasound 2011;39:243e7. [34] Pan HA, Wu MH, Cheng YC, et al. Quantification of ovarian Doppler signal in hyperresponders during in vitro fertilization treatment using three-dimensional power Doppler ultrasonography. Ultrasound Med Biol 2003;29:921e7. [35] Pan HA, Wu MH, Cheng YC, et al. Quantification of ovarian stromal Doppler signals in poor responders undergoing in vitro fertilization with three-dimensional power Doppler ultrasonography. Am J Obstet Gynecol 2004;190:338e44. [36] Jayaprakasan K, Al-Hasie H, Jayaprakasan R, et al. The threedimensional ultrasonographic ovarian vascularity of women developing poor ovarian response during assisted reproduction treatment and its predictive value. Fertil Steril 2009;92: 1862e9. [37] Jayaprakasan K, Jayaprakasan R, Al-Hasie HA, et al. Can quantitative three-dimensional power Doppler angiography be used to predict ovarian hyperstimulation syndrome? Ultrasound Obstet Gynecol 2009;33:583e91. [38] Deb S, Batcha M, Campbell BK, et al. The predictive value of the automated quantification of the number and size of small antral follicles in women undergoing ART. Hum Reprod 2009; 24:2124e32. [39] Rodriguez-Fuentes A, Hernandez J, Garcia-Guzman R, et al. Prospective evaluation of automated follicle monitoring in 58 in vitro fertilization cycles: follicular volume as a new indicator of oocyte maturity. Fertil Steril 2010;93:616e20. [40] Raine-Fenning N, Deb S, Jayaprakasan K, et al. Timing of oocyte maturation and egg collection during controlled ovarian stimulation: a randomized controlled trial evaluating manual and automated measurements of follicle diameter. Fertil Steril 2010;94:184e8. [41] Van Gorp T, Veldman J, Van Calster B, et al. Subjective assessment by ultrasound is superior to the risk of malignancy index (RMI) or the risk of ovarian malignancy algorithm (ROMA) in discriminating benign from malignant adnexal masses. Eur J Cancer 2012;48:1649e56. [42] Alcazar JL, Ruiz-Perez ML, Errasti T. Transvaginal color Doppler sonography in adnexal masses: which parameter performs best? Ultrasound Obstet Gynecol 1996;8:114e9. [43] Dodge JE, Covens AL, Lacchetti C, et al. Preoperative identification of a suspicious adnexal mass: A systematic review and meta-analysis. Gynecol Oncol 2012;126:157e66. [44] Geomini PM, Kluivers KB, Moret E, et al. Evaluation of adnexal masses with three-dimensional ultrasonography. Obstet Gynecol 2006;108:1167e75. [45] Alcazar JL. Tumor angiogenesis assessed by three-dimensional power Doppler ultrasound in early, advanced and metastatic ovarian cancer: A preliminary study. Ultrasound Obstet Gynecol 2006;28:325e9. [46] Kudla MJ, Alcazar JL. Does sphere volume affect the performance of three-dimensional power Doppler virtual vascular sampling for predicting malignancy in vascularized solid or cystic-solid adnexal masses? Ultrasound Obstet Gynecol 2010; 35:602e8.

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