Comparative analysis of changes in MR imaging of pre and post intrauterine progesterone implants in adenomyosis cases

MRI-Based Radiomics as a Promising Noninvasive Diagnostic Technique for Adenomyosis

Background: MRI diagnostics are important for adenomyosis, especially in cases with inconclusive ultrasound. This study assessed the potential of MRI-based radiomics as a novel tool for differentiating between uteri with and without adenomyosis. Methods: This retrospective proof-of-principle single-center study included nine patients with and six patients without adenomyosis. All patients had preoperative T2w MR images and histological findings served as the reference standard. The uterus of each patient was segmented in 3D using dedicated software, and 884 radiomics features were extracted. After dimension reduction and feature selection, the diagnostic yield of individual and combined features implemented in the machine learning models were assessed by means of receiver operating characteristics analyses. Results: Eleven relevant radiomics features were identified. The diagnostic performance of individual features in differentiating adenomyosis from the control group was high, with areas under the curve (AUCs) ranging from 0.78 to 0.98. The performance of ML models incorporating several features was excellent, with AUC scores of 1 and an area under the precision-recall curve of 0.4. Conclusions: The set of radiomics features derived from routine T2w MRI enabled accurate differentiation of uteri with adenomyosis. Radiomics could enhance diagnosis and furthermore serve as an imaging biomarker to aid in personalizing therapies and monitoring treatment responses.

The role of the junctional zone in the management of adenomyosis with infertility

The junctional zone (JZ) is an important structure in the myometrium that maintains uterine fertility. Changes in the junctional zone are closely related to infertility and adenomyosis (ADS). As an increasing number of young women are affected by ADS, the disease is no longer considered typical of women over 40. With these changes, an increasing number of patients refuse hysterectomy and desire fertility preservation treatment. At the same time, ADS is a crucial factor causing female infertility. Therefore, the treatment of ADS-related infertility and preservation of reproductive function is one of the other major challenges facing clinicians. For these young patients, preserving fertility and even promoting reproduction has become a new challenge. Therefore, we searched and summarized these studies on PubMed and Google Scholar using keywords such as "adenomyosis", "junctional zone", and "infertility" to explore infertility causes, diagnosis, and treatment of ADS patients who wish to preserve their uterus or fertility and become pregnant, focusing on the junctional zone, to obtain a full appreciation of the new perspective on this disease.

Adenomyosis: An Updated Review on Diagnosis and Classification

Adenomyosis is a commonly diagnosed benign condition characterized by the presence of ectopic endometrial glands within the underlying myometrium. The most common presenting signs and symptoms are abnormal uterine bleeding, chronic pelvic pain, and infertility. The clinical relevance of this condition is evident in both medical and surgical care. Histopathology and imaging studies are used for the diagnosis and classification of adenomyosis, which are hallmarks of the advancement of our ability to diagnose adenomyosis. Importantly, the diagnosis and classification of adenomyosis lacks standardization due to the nature of imaging techniques, features of adenomyosis, and the clinical spectrum of adenomyosis. We reviewed the literature to summarize the available classification systems for adenomyosis and highlight the different imaging approaches and histologic criteria used in diagnosis. Despite the high prevalence of the disease, there is no clear consensus on one classification system. We provide a review of some of the classification systems available and discuss their strengths and limitations.

Transvaginal ultrasound versus magnetic resonance imaging for diagnosing adenomyosis: A systematic review and head-to-head meta-analysis

BACKGROUND

Transvaginal ultrasound (TVS) and magnetic resonance imaging (MRI) are used for the clinical diagnosis of adenomyosis.

OBJECTIVES

To compare the diagnostic accuracy of TVS and MRI for the diagnosis of adenomyosis.

SEARCH STRATEGY

A search of studies was performed in five databases comparing TVS and MRI for the diagnosis of adenomyosis from January 1990 to May 2022.

SELECTION CRITERIA

Studies were eligible if they reported on the use of TVS and MRI in the same set of patients. The reference standard must be pathology (hysterectomy).

DATA COLLECTION AND ANALYSIS

The quality of studies was assessed using the QUADAS-2 tool. Pooled sensitivity and specificity of both techniques were estimated and compared.

MAIN RESULTS

Six studies comprising 595 women were included. The risk of bias of patient selection was high in three studies. The risk of bias for index tests and reference test was low. Pooled estimated sensitivity, specificity, positive likelihood ratio, and negative likelihood ratio for TVS were 75%, 81%, 3.9, and 0.31, respectively. These figures for MRI were 69%, 80%, 3.5, and 0.39, respectively. No statistically significant differences were found (p = 0.7509). Heterogeneity was high.

CONCLUSIONS

MRI and TVS have similar performances for the diagnosis of adenomyosis.

Classifications of Adenomyosis and Correlation of Phenotypes in Imaging and Histopathology to Clinical Outcomes: a Review

Purpose of Review

To provide an update on published classification and reporting systems for adenomyosis. There is an urgent need to standardize reporting of various phenotypes of adenomyosis into a validated and globally recognized system. This can be used to examine the nature and severity of adenomyosis symptoms and inform the design, evaluation, and implementation of appropriate treatment options.

Recent Findings

In recent years, several new proposals for adenomyosis classification have emerged. Most are MRI-based and include features such as uterine size, junctional zone thickness, size and location of the lesions, and distribution patterns. To date, none of those proposals has been validated. Only one recent classification based on transvaginal ultrasound was validated for interobserver congruence and correlated to clinical findings. However, the differentiation of diffuse and focal adenomyosis still lacks consensus. In addition, only a few authors advocated imaging-based definitions.

Summary

There is a need for one or a combination of a classification and reporting system for adenomyosis. To date, there is no widely accepted and validated system.

Junctional zone endometrium alterations in gynecological and obstetrical disorders and impact on diagnosis, prognosis and treatment

PURPOSE OF REVIEW

To investigate the JZE alterations in gynecological and obstetrical disorders and impact on diagnosis, prognosis and treatment.

RECENT FINDINGS

JZE was found to be significantly extended in patients with endometriosis, leading to the conclusion that endometriosis is a primary disease of the uterus, much like adenomyosis. Statistical correlation was then demonstrated between the severity of endometriosis and the depth of the adenomyosis infiltrates, hence the thickening of the JZE. Stem cells, predominantly found in the JZE were also found in histological sections of leiomyoma, suggested to be the origin of leiomyoma. This reservoir of JZE stem cells is influenced by different stressors leading to their differentiation into leiomyoma, endometriosis, adenomyosis or endometrial cancer, according to the stressor. The variability in presentation was hypothesized to be connected to genetic and epigenetic factors. JZE was also suggested to act as a barrier, stopping endometrial carcinoma cells invasion and metastasis. In addition, JZE plays a major role in conception, pregnancy and postpartum.

SUMMARY

JZE is an important anatomical landmark of the uterus contributing to normal uterine function under the influence of ovarian hormones. Alterations of the JZE thickness and contractility can be used as pathognomonic clinical markers in infertility and chronic pelvic pain, for subendometrial and myometrial disorders, for example, adenomyosis and fibroids. Prospective randomized control trials will clarify the diagnostic steps, imaging modalities to follow and probably triage the patients between medical and surgical treatments.

Classification and Reporting Systems for Adenomyosis

OBJECTIVE

To conduct a review of the available histologic and image-based classification systems to determine which of these systems, if any, provide clinical utility for prognosis or the selection of appropriate therapeutic interventions.

DATA SOURCES

PubMed in addition to the bibliographies of identified publications.

METHODS OF STUDY SELECTION

One investigator searched PubMed using Medical Subject Headings terms that included "Adenomyosis," "Classification," "Ultrasound Classification," "MRI Classification," and "Diagnosis," TABULATION, INTEGRATION AND RESULTS: Search results were tabulated in a Microsoft Excel workbook that facilitated the identification of duplicate entries. Publications were allocated into separate categories that included histopathologic, ultrasound, and MRI classifications. Identified systems associated with clinical outcomes were separately tabulated. Abstracts of 1669 articles were reviewed and 278 were identified for review of full text. Twenty-five were considered potentially relevant from the PubMed review and an additional 17 were found in bibliographies. In the 42 full-text articles that were reviewed in detail, 9 histologic classifications were identified, 4 of which were accompanied by an attempt at clinical correlation, 1 of which described a correlation with the outcome of medical, procedural, or surgical intervention. There were 9 image-based reporting or classification systems, 2 using transvaginal ultrasound and 7 using MRI, 3 of which included correlations with intervention outcomes, although these were surrogate (imaging) and not clinical outcomes.

CONCLUSION

There is inconsistency in histopathologic definitions, and there is no uniformly accepted or validated system of image-based reporting or classification that can inform clinical decision making. There exists a need for harmonized classification systems for both ultrasound and MRI that agree with the histopathologic features of the disorder.

Minimally invasive treatment of adenomyosis

The aim of the present review is to give a comprehensive overview of minimal invasive treatment options and suggest a minimally invasive approach in women with adenomyosis (AD). A review of relevant literature on medical and surgical treatment options is performed. Surgical options include endometrial ablation, hysteroscopic endometrial and adenomyoma resection, laparoscopic resection of AD, high-intensity focused ultrasonography (HIFU), and uterine artery embolization (UAE). This review summarizes treatment strategies for the management of AD and highlights the present lack of knowledge, which makes suggestions of evidence-based treatment difficult.