Noninvasive Diagnosis of Adenomyosis: A Structured Review and Meta-analysis of Diagnostic Accuracy in Imaging

A Validated Model for Individualized Prediction of Live Birth in Patients With Adenomyosis Undergoing Frozen-Thawed Embryo Transfer

PURPOSE

This study aimed to develop a predictive tool for live birth in women with adenomyosis undergoing in vitro fertilization (IVF)/intracytoplasmic sperm injection (ICSI) treatment.

METHODS

A total of 424 patients with adenomyosis who underwent frozen-thawed embryo transfer (FET) from January 2013 to December 2019 at a public university hospital were included. The patients were randomly divided into training (n = 265) and validation (n = 159) samples for the building and testing of the nomogram, respectively. Multivariate logistic regression (MLR) was developed on the basis of clinical covariates assessed for their association with live birth.

RESULTS

In total, 183 (43.16%) patients became pregnant, and 114 (26.88%) had a live birth. The MLR showed that the probability of live birth was significantly correlated with age [odds ratio (OR), 3.465; 95% confidence interval (CI), 1.215-9.885, P = 0.020], uterine volume (OR, 8.141; 95% CI, 2.170-10.542; P = 0.002), blastocyst transfer (OR, 3.231; 95% CI, 1.065-8.819, P = 0.023), twin pregnancy (OR, 0.328; 95% CI, 0.104-0.344, P = 0.005), and protocol in FET (P < 0.001). The statistical nomogram was built based on age, uterine volume, twin pregnancy, stage of the transferred embryo, and protocol of FET, with an area under the curve (AUC) of 0.837 (95% CI: 0.741-0.910) for the training cohort. The AUC for the validation cohort was 0.737 (95% CI: 0.661-0.813), presenting a well-pleasing goodness-of-fit and stability in this model.

CONCLUSIONS

This visual and easily applied nomogram built on the risk factors of live birth in patients with adenomyosis provides useful and precise information for physicians on individualized decision-making during the IVF/ICSI procedure.

Classifying Adenomyosis: Progress and Challenges

Classically, the diagnosis of adenomyosis relied on histological examination of uteri following hysterectomy and classifications focused on the depth of endometrial invasion within the myometrium. There remain uncertainties around the cut-off point for the histological diagnosis. Imaging-based diagnosis enables recognition of the condition in women not undergoing surgery and facilitates the assessment of the extent of adenomyosis within the whole uterus, as well as of affections of the uterovesical pouch and of the pouch of Douglas. In this article, we explore the diagnostic uncertainties, the need to produce a classification of the condition and the challenges towards that goal. A distinction should be drawn between disease mapping and a classification that may link histological or image-based features with clinical characteristics, or with pathophysiology. An agreed system for reporting adenomyotic lesions may enable comparisons of research studies and thus contribute towards an informed classification. To this aim, we outline the features of the condition and explore the characteristics that are considered when producing a taxonomy. These include the latest proposal for subdivision of adenomyosis into an internal and an external variant. We also explore the uncertainties linked to classifying involvement of the uterovesical pouch, the pouch of Douglas and lesions in the outer myometrium. The limitations of currently available evidence suggest that agreement on a hypothesis to underpin a classification is unlikely at present. Therefore, current efforts will probably remain focused on disease mapping.

Diagnostic accuracy of clinically reported adenomyosis on pelvic ultrasound and MRI compared to surgical pathology

BACKGROUND

Adenomyosis is a common gynecologic pathology that relies on diagnostic imaging to guide treatment. Accuracy of both pelvic ultrasound and magnetic resonance imaging (MRI) when specifically evaluating for the presence of adenomyosis is high. However, the accuracy of reported rates in clinical practice is less well understood.

PURPOSE

To demonstrate the accuracy in reporting of adenomyosis on pelvic ultrasound and MRI compared to histopathology in common clinical practice.

BASIC PROCEDURES

An institutional database was searched for women with a pelvic ultrasound and a pelvic MRI with a subsequent hysterectomy. Findings were extracted from radiology and pathology reports, and the documented presence or absence of adenomyosis was recorded for each modality. Blinded radiologists viewed each imaging pair to directly evaluate for adenomyosis.

MAIN FINDINGS

Compared to prior published data, imaging had lower accuracy in clinical practice when adenomyosis was not specifically evaluated for. For the finding of adenomyosis, pelvic ultrasound had a sensitivity of 10.9%, a specificity of 98.3%, positive predictive value (PPV) of 77.8%, negative predictive value (NPV) of 66.7%, an accuracy of 67.2%, and a diagnostic odds ratio (DOR) of 7. Pelvic MRI had a sensitivity of 29.7%, specificity of 85.3%, PPV of 52.8%, NPV of 68.8%, an accuracy of 65.6%, and DOR of 2.5. Overall accuracy of MRI improved when adenomyosis was directly evaluated for (82.4% vs 65.6%).

PRINCIPLE CONCLUSIONS

Without direct communication to evaluate for adenomyosis, pelvic ultrasound and MRI may underestimate or misreport adenomyosis. Providers should be aware of these discrepancies when relying on radiology reports to guide treatment and potential interventions when diagnosing and managing adenomyosis.

Ultrasound Findings of Adenomyosis in Adolescents: Type and Grade of the Disease

STUDY OBJECTIVE

To evaluate the ultrasound features, types, and degrees of adenomyosis among adolescents and to correlate these findings with clinical symptoms DESIGN: A retrospective observational study.

SETTING

Gynecological ultrasound units from January 2014 to June 2020.

PATIENTS

A total of 43 adolescents (aged 12-20 years) who were diagnosed as having adenomyosis at a pelvic ultrasound examination.

INTERVENTIONS

Ultrasound features and location and type of adenomyosis within the uterus were evaluated on stored 2-dimensional images and videos and 3-dimensional volumes. Adenomyosis was classified as mild, moderate, and severe according to the extension of the disease in the uterus as described in our previous published classification.

MEASUREMENTS AND MAIN RESULTS

Adenomyotic features recorded among our population were myometrial hyperechoic areas, uterine wall asymmetry, intramyometrial cystic areas, and some types of junctional zone alterations. The posterior uterine wall (58%) and the outer myometrial layer (93%) were mostly affected. In 44% of adolescents (19/43) with adenomyosis, at least 1 location of pelvic endometriosis was documented. Dysmenorrhea was the most commonly reported symptoms (88%), and it was associated with adenomyosis of the outer myometrium, myometrial hyperechoic areas, uterine wall asymmetry, and intramyometrial cystic areas. Adolescents with dyspareunia showed diffuse adenomyosis (9/9 patients) including both the inner and outer myometrium (7/9 patients) and in the posterior wall (7/9 patients). Heavy menstrual bleeding was associated with diffuse adenomyosis (18/23 patients) mostly of the outer myometrium (22/23 patients). Scoring system showed predominantly mild disease and no severe adenomyosis was found. Adolescents with diffuse adenomyosis were significantly older and showed a high percentage of heavy menstrual bleeding compared with those with the focal disease of the inner myometrium.

CONCLUSION

This study shows that adenomyosis is not only a pathology of adult life, but it involves young patients mostly in a mild-to-moderate form and is associated with typical painful symptoms. In adolescents, the diagnosis of adenomyosis is feasible through a noninvasive way with ultrasound and a proper management can be set.

Adenomyosis: Impact on Fertility and Obstetric Outcomes

In this commentary, we discuss the associations between adenomyosis, fertility, and obstetric outcomes. A recent meta-analysis on the impact of adenomyosis on reproductive outcomes found a 43% reduction in the odds ratio (OR) for clinical pregnancy and a threefold increase in the risk of miscarriage in women with adenomyosis compared with controls. Moreover, adenomyosis seems to be strongly associated with pre-eclampsia with an OR of almost 8. Also, the risk for small for gestational age was almost fourfold increased, whereas for preterm deliveries was threefold increased. The presence of deep infiltrating endometriosis and adenomyosis seems associated with particularly adverse obstetric outcomes, especially concerning natural conception. Some observations suggest that the probability of clinical pregnancy is considerably low in these cases, around 11.8%. Although several methodological drawbacks prevent definitive conclusions, all these elements should be considered in counseling women with adenomyosis seeking pregnancy, especially in cases of IVF.

Sonographic Signs of Adenomyosis in Women with Endometriosis Are Associated with Infertility

We compared the prevalence of ultrasound signs of adenomyosis in women with endometriosis who underwent surgery to those who were managed conservatively. This was a retrospective study of women evaluated at a tertiary endometriosis referral center who underwent 2D/3D transvaginal ultrasound. Adenomyosis diagnosis was based on the presence of at least three sonographic signs. The study group subsequently underwent laparoscopic surgery while the control group continued conservative management. Statistical analysis compared the two groups for demographics, symptoms, clinical data, and sonographic findings. The study and control groups included 244 and 158 women, respectively. The presence of any, 3+, or 5+ sonographic signs of adenomyosis was significantly more prevalent in the study group (OR = 1.93–2.7, p < 0.004, 95% CI; 1.24–4.09). After controlling for age, for all findings but linear striations, the OR for having a specific feature was higher in the study group. Women in the study group with ≥ 5 sonographic signs of adenomyosis had more than twice the risk of experiencing infertility (OR = 2.31, p = 0.012, 95% CI; 1.20–4.45). Sonographic signs of adenomyosis are more prevalent in women with symptomatic endometriosis who underwent surgery compared with those who continued conservative management. Women with 5+ findings have a significantly increased risk of infertility. Adenomyosis on ultrasound should be considered in the management decisions regarding these patients.

Pregnancy outcomes in women with infertility and coexisting endometriosis and adenomyosis after laparoscopic surgery: a long-term retrospective follow-up study

Background

Adenomyosis (AM) and endometriosis (EM) often coexist. Laparoscopic surgery is one of the main methods for diagnosing and treating these conditions. This study aims to investigate the pregnancy outcomes of women with infertility with both AM and EM after laparoscopic surgery and to identify the relevant associated factors.

Methods

This is a retrospective study involving women with infertility diagnosed with EM and AM. All patients had undergone laparoscopic surgery and were divided into two groups according to their pregnancy outcomes. Demographic data, operation records, and pregnancy outcomes were collected.

Results

A total of 226 female patients with infertility diagnosed with both AM and EM underwent laparoscopic surgery. Of these, a total of 176 patients completed follow-up. Ninety-seven patients had live births, including 81 full-term and 16 preterm deliveries. The clinical pregnancy and live birth rates were 67.4 and 55.11%, respectively. One hundred thirty-five patients received in vitro fertilization (IVF), with 70 (51.85%) of these patients having live births. Age, endometrioma size, and uterus size were significantly lower in those who had a successful delivery. There was no statistically significant difference in symptoms, except that those who achieved live birth had a lower rate of anaemia (13.40% vs. 25.32%, p = 0.044). The group that did not proceed to have a live birth had a higher percentage of ovarian and peritoneal endometriosis (p < 0.05), while the distribution of deep infiltrating endometriosis and adenomyosis types were similar. Mean uterus diameter (OR: 0.636, 95% CI: 0.434–0.932, p = 0.020) and endometriosis fertility index (EFI) (OR: 1.299, 95% CI: 1.101–1.531, p = 0.002) were significantly correlated with live birth in the multivariable analysis.

Conclusions

Endometriosis and adenomyosis appear to have an adverse effect on pregnancy outcome. These might be related to the size of the uterus and EFI. Obstetricians and gynaecologists should be alert to this potential adverse effect and manage these patients accordingly.

ITRAQ-based proteomics analysis of tanshinone IIA on human ectopic endometrial stromal cells of adenomyosis

PURPOSE

Adenomyosis is a diffuse or localized disease. Our previous study has indicated that tanshinone IIA (TSIIA) inhibits the proliferation, migration, and induces apoptosis of ectopic endometrial stromal cells (EESCs) of adenomyosis. However, the complex molecular mechanism of TSIIA in adenomyosis remains unclear. The objective of this study was to explore the complex molecular mechanism of TSIIA on EESCs.

METHODS

In our present study, we used the proteomics approach iTRAQ (isobaric tags for relative and absolute quantitation) combined with LC-MS/MS (liquid chromatography-mass spectrometry) to investigate changes in the protein profile of EESCs treated with TSIIA. Differential proteins were analyzed by employing bioinformatics tools and the Kyoto Encyclopedia of Genes and Genomes (KEGG) database. In TSIIA treated EESCs, the protein expression levels of TNFRSF10D, PLEKHM1, FECH, and TPM1A were detected by western blotting.

RESULTS

Quantitative results revealed 267 significantly differential proteins in TSIIA pretreated EESCs. Gene Ontology (GO) analysis presented an overview of dysregulated proteins in the biological process (BP), cell component (CC), and molecular function (MF) categories. Interestingly, we observed that differential proteins in the extracellular matrix (ECM)-receptor interaction pathway and estrogen signaling pathway were all involved in the focal adhesion pathway, which plays essential roles in the TSIIA-mediated inhibition of EESC proliferation and migration. Furthermore, some significantly differential proteins, which may be potential targets for the treatment of adenomyosis in the future, were validated by western blotting.

CONCLUSIONS

Our study provides a useful method to detect the detailed mechanism underlying the efficacy of TSIIA on EESCs.

Association of 2D and 3D transvaginal ultrasound findings with adenomyosis in symptomatic women of reproductive age: a prospective study

OBJECTIVE

To evaluate the association of two-dimensional (2D) and three-dimensional (3D) transvaginal ultrasound (TVUS) findings with adenomyosis symptoms.

METHODS

This prospective study conducted between January and December 2018 enrolled 78 women aged 18 to 40 years with abnormal uterine bleeding (AUB), infertility, and/or pelvic pain. All patients underwent 2D and 3D TVUS. Signs of adenomyosis on TVUS were identified according to the consensus of the Morphological Uterus Sonographic Assessment group.

RESULTS

The prevalence of adenomyosis on TVUS was 55.12%. Patients with adenomyosis were older (p=0.002) and had more dysmenorrhea, AUB, and endometriosis than those without adenomyosis. When comparing the presence of symptoms with each adenomyosis feature, on 2D TVUS, severe dyspareunia was significantly associated with the presence of a poorly defined junctional zone (JZ) (p=0.023) and on 3D TVUS, patients with AUB had a more irregular (p=0.003), poorly defined (p=0.028), and interrupted JZ (p=0.011). After logistic regression analysis, signs of adenomyosis on TVUS remained significantly associated only with age over 30 years (OR: 1.2; 95% CI: 1.0-1.2) and AUB (OR: 7.65; 95% CI: 2-29). Patients with diffuse adenomyosis were older and presented with more infertility and AUB than patients with focal or no adenomyosis.

CONCLUSION

The findings of adenomyosis by 2D and 3D TVUS showed association with age and AUB. 3D TVUS alterations in the JZ were associated with AUB and dyspareunia. Diffuse adenomyosis was associated with older age, a greater prevalence of infertility, and AUB.

Transvaginal Sonographic Imaging and Associated Techniques for Diagnosis of Ovarian, Deep Endometriosis, and Adenomyosis: A Comprehensive Review

Imaging of endometriosis and in particular deep endometriosis (DE) is crucial in the clinical management of women facing this debilitating condition. Transvaginal sonography (TVS) is the first-line imaging method and magnetic resonance imaging (MRI) may provide supplemental information. However, the delay in diagnosis of up to 10 years and more is of concern. This problem might be overcome by simple steps using imaging with emphasis on TVS and referral to tertiary care. Finally, TVS is crucial in mapping extent and location of disease in planning surgical therapy and counseling women regarding various therapeutic options. This review presents the available data on imaging of endometriosis with a focus on TVS and MRI for DE, adenomyosis, and ovarian endometriomas including endometriomas in pregnancy as well as the use of "soft markers." The review presents an approach that is in accordance with the International Deep Endometriosis Analysis (IDEA) group consensus statement.

Which imaging method is better for the differentiation of adenomyosis and uterine fibroids?

OBJECTIVE

The paper compares shear wave elastography (SWE), strain elastography (SE) and magnetic resonance imaging apparent diffusion coefficient (MRI ADC) values, to evaluate their efficacy for differentiating between adenomyosis (AM) and uterine fibroids (UF).

METHODS

Patients who were scheduled for hysterectomy for AM or UFs, with a preliminary diagnosis, were additionally evaluated before surgery by transabdominal and transvaginal ultrasound elastography. SE of patients were evaluated by transvaginal ultrasound, and SWE of patients and control subjects were evaluated by transabdominal ultrasound. Then, the patients with a definitive histopathological diagnosis as AM or UFs were evaluated retrospectively and compared to the control group without myometrial pathology. In addition, MRI images of patients with UFs and AM were examined for ADC values.

RESULTS

The results of 98 patients in the UF group, 37 patients in the AM group, and 40 volunteers with a healthy myometrium in the control group were compared. There were no statistically significant differences in age and body mass index between the groups (P > 0.05). Uterine size was significantly higher in the UF and AM group than the control group (P < 0.001). A statistically significant difference was found between strain ratio (mean), strain ratio (max), and ADC values between the UF and AM groups (P < 0.001 for all three). There was a statistically significant difference in elastography scores distribution between the groups (P < 0.001). There was a statistically significant difference between the UF and control (P < 0.001) and between the UF and AM (P < 0.001) groups in terms of SWE (kilopascal (kPa)) averages (P < 0.001). We found that none of these discrimination methods were statistically superior to each other in differentiating the UFs from the AM.

CONCLUSION

In the differentiation of myometrial pathologies in gynecological imaging, both SE and SWE are cheaper, provide faster results, are non-invasive and easy to apply, and hence are as promising as the more expensive MRI ADC. Our study is the first to use both modalities of elastography and MRI ADC values together, compare these methods with each other and confirm the results pathologically.

Imaging Diagnosis of Adenomyosis

Uterine adenomyosis can be diagnosed on ultrasonography (US) and magnetic resonance imaging (MRI) with a high degree of accuracy. Adenomyosis is a myometrial process that can appear as diffuse or focal on imaging. Diffuse adenomyosis typically causes uterine enlargement, while focal adenomyosis can mimic other myometrial lesions, such as leiomyomas. Imaging features frequently seen on US include a heterogenous thickened myometrium and myometrial cysts. On MRI, widening of the junctional zone, whether focal or diffuse, and the presence of myometrial cysts, either simple or hemorrhagic, support the diagnosis of adenomyosis. Despite these characteristic imaging appearances, there are several gynecologic pathologies which can mimic adenomyosis and it is important to be vigilant of these when interpreting cross-sectional imaging exams. The decision to evaluate patients with US or MRI is contingent on multiple factors, including availability of the necessary technology and expertise for the latter. However, MRI appears to offer greater specificity and positive predictive value for the diagnosis of adenomyosis.

Ulipristal acetate use in adenomyosis: A randomized controlled trial

OBJECTIVE

To evaluate the effect of a 10 mg per day 12 week treatment of ulipristal acetate (UPA) on abnormal uterine bleeding due to adenomyosis.

DESIGN

A double-blind phase 2 randomized controlled pilot study.

SETTING

From May 2015 to February 2018 in five teaching hospitals.

POPULATION

Premenopausal women with abnormal uterine bleeding (with a pictorial blood loss assessment score (PBAC) higher than 100 at inclusion) and a sonographic or MRI diagnosis of adenomyosis.

METHODS

After random allocation, either UPA 10 mg or placebo were orally administered during 12 weeks. A 3:1 ratio was used.

MAIN OUTCOME MEASURES

The primary outcome was the rate of women with a PBAC score of less than 75 as evaluated over the 28 days following the 12-week treatment. Secondary outcomes included rate of amenorrhea, evolution of pain, quality of life and tolerance.

RESULTS

Thirty women were included in the UPA group and 10 in the placebo group. No woman in the placebo group versus 95.24 % of women in the UPA group had a PBAC score under 75 during the 28 day period following the 12-week treatment (p < 0.01). A significant decrease in pain was noticed between inclusion and 13 weeks in the UPA group (p < 0.01). At 6 months, there was no significant difference in PBAC score or pain between groups. No serious adverse event was recorded.

CONCLUSION

UPA could be an interesting option for treatment of abnormal uterine bleeding related to adenomyosis in women wishing to preserve their fertility.

Epidemiology of Adenomyosis

Adenomyosis, characterized by the presence of endometrial glands and stroma within the myometrium, can have a substantial impact on the quality of women's lives. Despite this, the epidemiologic research on this condition lags considerably behind that of other noncancerous reproductive health conditions. The lack of progress and knowledge is due in part to the challenges in designing valid epidemiologic studies, since the diagnosis of adenomyosis historically has been limited to the examination of uterine specimens from hysterectomy. This review describes the available data on the frequency of this condition and the epidemiologic investigation thus far into the risk factors for disease-highlighting the methodologic and inference challenges primarily around study sample selection. We conclude with providing recommendations for approaches to future epidemiologic study that capitalize on the advancements in imaging technology to detect adenomyosis and provide a fuller picture of the occurrence and risk factors for disease.

Focal adenomyosis is associated with primary infertility

OBJECTIVE

To study the association between adenomyosis and infertility, according to the adenomyosis phenotype as diagnosed by magnetic resonance imaging (MRI).

DESIGN

A single-center, cross-sectional study.

SETTING

University hospital-based research center.

PATIENT(S)

Patients between 18 and 42 years of age who were surgically explored for benign gynecological conditions at our institution between May 2005 and May 2018. Only women with uterine MRIs performed by a senior radiologist were retained for this study.

INTERVENTION(S)

Primary and secondary infertile women were compared with women without infertility. In addition, the women were diagnosed according to the MRI findings as having adenomyosis (focal adenomyosis of the outer myometrium [FAOM] and/or diffuse adenomyosis phenotypes) or no adenomyosis.

MAIN OUTCOME MEASURE(S)

Primary and secondary infertility-associated factors.

RESULT(S)

A total of 496 women were included in the study population. Three groups were compared: a no infertility group (n = 361), a primary infertility group (n = 84), and a secondary infertility group (n = 51). Among them, 248 women did not present adenomyosis lesions and 248 women had a radiological diagnosis of adenomyosis. The presence of FAOM was significantly associated with primary infertility. Diffuse adenomyosis was not found to be associated with infertility. The distribution of endometriosis or leiomyomas was not significantly different between the groups. After a multinomial regression model including the women's age and associated endometriosis or leiomyoma, the presence of FAOM was identified as an independent associated factor of primary infertility (adjusted odds ratio 1.9; 95% confidence interval 1.1-3.3).

CONCLUSION(S)

The presence of FAOM was associated with primary infertility. This study opens the door to future clinical and basic studies aimed at better characterization of FAOM and its infertility-related physiopathology.

Dye diffusion during laparoscopic tubal patency tests may suggest a lymphatic contribution to dissemination in endometriosis: A prospective, observational study

AIM

Women with adenomyosis are at higher risk of endometriosis recurrence after surgery. This study was to assess if the lymphatic vessel network drained from the uterus to near organs where endometriosis foci lied.

METHODS

A prospective, observational study, Canadian Task Force Classification II-2, was conducted at Sacro Cuore Don Calabria Hospital, Negrar, Italy. 104 white women aged 18-43 years were enrolled consecutively for this study. All patients underwent laparoscopy for endometriosis and a tubal dye test was carried out.

RESULTS

Evidence of dye dissemination through the uterine wall and outside the uterus was noted in 27 patients (26%) with adenomyosis as it permeated the uterine wall and a clear passage of the dye was shown in the pelvic lymphatic vessels regardless whether the tubes were unobstructed. Histological assessment of the uterine biopsies confirmed adenomyosis.

CONCLUSION

Adenomyosis is characterized by ectatic lymphatics that allow the drainage of intrauterine fluids (the dye and, perhaps, menstrual blood) at minimal intrauterine pressure from the uterine cavity though the lymphatic network to extrauterine organs. Certainly, this may not be the only explanation for endometriosis dissemination but the correlation between the routes of the dye drainage and location of endometriosis foci is highly suggestive.