{"id":4286,"date":"2026-04-08T10:00:08","date_gmt":"2026-04-08T10:00:08","guid":{"rendered":"https:\/\/hjog.org\/?p=4286"},"modified":"2026-04-09T07:45:54","modified_gmt":"2026-04-09T07:45:54","slug":"diagnostic-accuracy-of-trans-vaginal-ultrasound-for-deep-infiltrative-endometriosis-a-systematic-review","status":"publish","type":"post","link":"https:\/\/hjog.org\/?p=4286","title":{"rendered":"Diagnostic Accuracy of Trans-Vaginal Ultrasound for Deep Infiltrative Endometriosis: A systematic review"},"content":{"rendered":"<p style=\"text-align: left;\"><span style=\"color: #ff9900;\">Review<\/span><\/p>\n<p style=\"text-align: right;\">HJOG 2026, 25 (2), 90-101| doi: 10.33574\/hjog.0620<\/p>\n<p>Fatima Batool<sup>1,2<\/sup>, Javeria Khan<sup>1,3<\/sup>, Syed Muhammad Yousaf Farooq<sup>1<\/sup>, Syed Amir Gillani<sup>1<\/sup>, M Mudassar Mahmood<sup>1<\/sup>, Syeda Khadija Tul Sughra Maryam<sup>1<\/sup><\/p>\n<p>\u00ad\u00ad\u00ad\u00ad\u00ad<sup>1<\/sup>Green International University Lahore, Pakistan<br \/>\n<sup>2<\/sup>School of Allied Health Sciences (SAHS), CMH LMC &amp; IOD, Lahore, Pakistan<br \/>\n<sup>3<\/sup>Ibadat International university Islamabad, Pakistan<\/p>\n<p><em>Correspondence:\u00a0<\/em>Fatima Batool, PhD, Diagnostic ultrasound, Green International University, Senior Lecturer at School of Allied Health Sciences (SAHS), CMH LMC &amp; IOD, Lahore, Pakistan. Email: <a href=\"mailto:fatima_batool@cmhlahore.edu.pk\" target=\"_blank\" rel=\"noopener\">fatima_batool@cmhlahore.edu.pk<\/a>, Contact no.:+92 3362726866, ORCID ID: 0009-0006-2592-4519<\/p>\n<p style=\"text-align: right;\"><a href=\"https:\/\/hjog.org\/wp-content\/uploads\/2026\/04\/hjog-25-2-90.pdf\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-130\" src=\"https:\/\/hjog.org\/wp-content\/uploads\/2017\/08\/pdf-icons-free-icons-in-file-icons-18.png\" alt=\"\" width=\"48\" height=\"48\" \/><\/a><\/p>\n<hr \/>\n<h5 style=\"text-align: justify;\"><strong> Abstract<\/strong><\/h5>\n<p style=\"text-align: justify;\"><strong>Introduction:\u00a0<\/strong>Deep infiltrative endometriosis (DIE) is a severe form of endometriosis, affecting approximately 20% of women with the disease. It often goes undiagnosed due to its complex presentation and overlap with other pelvic conditions. Early and accurate detection is key to guiding treatment and reducing the disease burden. Transvaginal ultrasound (TVUS) is a first-line imaging method used in clinical settings due to its accessibility and low cost. Despite this, reported accuracy in identifying DIE remains inconsistent.<\/p>\n<p style=\"text-align: justify;\"><strong>Objective:<\/strong> This review aims to assess the pooled sensitivity and specificity of Trans-Vaginal Ultrasound (TVUS) for diagnosing Deep Infiltrative Endometriosis (DIE).<\/p>\n<p style=\"text-align: justify;\"><strong>Methods:<\/strong> A systematic search of PubMed, Web of Science, and Scopus was conducted to identify relevant studies published between 2012 and 2024. Eligible studies included those that evaluated the diagnostic accuracy of TVUS for DIE, using surgical and histopathological findings as reference standards. Methodological quality was assessed via the QUADAS-2 tool.<\/p>\n<p style=\"text-align: justify;\"><strong>Results:<\/strong> Sensitivity of TVUS ranged from 26.7% to 98%, while specificity varied from 46% to 100%. The highest sensitivity noted to be 98%, and the lowest to be 26.7%. Several studies, reported specificity of 100%. Among multicenter prospective studies, reported accuracy values were of 94% and 86.5%, respectively.<\/p>\n<p style=\"text-align: justify;\"><strong>Conclusion<\/strong>: This systematic review reports the diagnostic utility of TVUS in detecting DIE, with many studies reporting high levels of sensitivity, specificity, and overall accuracy. The variation observed across individual studies emphasizes the impact of methodological differences, imaging techniques, and examiner proficiency on diagnostic outcomes. These findings highlight the need for continued efforts to standardize imaging practices and enhance training to ensure consistent and reliable use of ultrasound in clinical settings.<\/p>\n<p style=\"text-align: justify;\"><em>Keywords:<\/em> Diagnostic techniques and procedures, ultrasonography, endometriosis<\/p>\n<h5 style=\"text-align: justify;\"><strong>Introduction\u00ad<\/strong><\/h5>\n<p style=\"text-align: justify;\">Deep infiltrative endometriosis (DIE) is a severe form of endometriosis, affecting approximately 20% of women with the disease. It often goes undiagnosed due to its complex presentation and overlap with other pelvic conditions. Early and accurate detection is key to guiding treatment and reducing the disease burden. Transvaginal ultrasound (TVUS) is a first-line imaging method used in clinical settings due to its accessibility and low cost. Despite this, reported accuracy in identifying DIE remains inconsistent. In more advanced cases, it may also involve distant anatomical sites, including the bowel, bladder, and, on rare occasions, extra-pelvic regions such as the lungs [1].<\/p>\n<p style=\"text-align: justify;\">Deep infiltrating endometriosis (DIE) often presents with symptoms that can be both severe and disruptive to daily life. Women commonly report chronic pelvic pain, especially around menstruation, along with deep dyspareunia (pain during intercourse), painful bowel movements, and urinary discomfort, depending on the organs involved. In some cases, infertility may be the first sign that leads to further investigation. The intensity of symptoms doesn\u2019t always match the extent of the disease, which can make diagnosis challenging. Since DIE can affect multiple pelvic structures like the bowel, bladder, and uterosacral ligaments, the clinical presentation is often complex and requires a high index of suspicion from clinicians [1,2,3].<\/p>\n<p style=\"text-align: justify;\">Laparoscopic visualization, followed by histological confirmation, has traditionally been regarded as the gold standard for diagnosing endometriosis. However, its invasive nature, high cost, and potential complications contribute to diagnostic delays, often spanning several years from the onset of symptoms. These limitations underscore the critical need for reliable, non-invasive diagnostic alternatives [3].<\/p>\n<p style=\"text-align: justify;\">Transvaginal ultrasound (TVUS) has emerged as a promising first-line imaging modality in the evaluation of suspected endometriosis. Compared to other diagnostic tools, TVUS is widely accessible, cost-effective, well-tolerated by patients, and free of ionizing radiation. Advancements in ultrasound technology and growing operator proficiency have markedly enhanced the ability to detect and characterize endometriotic lesions, particularly deep infiltrating endometriosis (DIE)\u2014a severe subtype associated with deep tissue invasion and significant morbidity [4,5,6].<\/p>\n<p style=\"text-align: justify;\">This systematic review aims to synthesize the current evidence on the diagnostic performance of TVUS in identifying endometriosis. By evaluating the sensitivity, specificity, and accuracy reported across studies, the review seeks to provide clinicians with a comprehensive understanding of the diagnostic utility of TVUS in routine gynecological practice and inform future research directions.<\/p>\n<h5 style=\"text-align: justify;\"><strong>Methodology<\/strong><\/h5>\n<p style=\"text-align: justify;\">This systematic review was conducted in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines [7]. A comprehensive literature search was performed across three major databases PubMed, Web of Science, and Scopus to identify studies published between 2012 and 2024 that evaluated the diagnostic performance of transvaginal ultrasound (TVUS) in detecting deep infiltrative endometriosis. In the absence of a pooled meta-analysis, we presented the diagnostic performance of ultrasound for DIE using a scatter plot of sensitivity versus specificity across 28 studies based on Cochrane Handbook for Systematic Reviews of Diagnostic Test Accuracy which scatter plots to show sensitivity\/specificity [47,48].<\/p>\n<p style=\"text-align: justify;\"><strong>Eligibility Criteria<\/strong><\/p>\n<p style=\"text-align: justify;\">Studies were eligible for inclusion if they:<\/p>\n<ul style=\"text-align: justify;\">\n<li>Assessed the diagnostic accuracy of TVUS for DIE<\/li>\n<li>Used surgical visualization and\/or histopathological confirmation as reference standards<\/li>\n<li>Reported data on sensitivity, specificity, or diagnostic accuracy;<\/li>\n<li>Were published in English between 2012 and 2024.<\/li>\n<\/ul>\n<p style=\"text-align: justify;\">Articles were excluded if they involved insufficient sample size, lacked diagnostic outcome measures, or employed non-comparable methodologies.<\/p>\n<p style=\"text-align: justify;\"><strong>Study Selection<\/strong><\/p>\n<p style=\"text-align: justify;\">An initial total of 500 records was retrieved from the database search. After removing 100 duplicates, 400 studies were screened based on title and abstract. Of these, 100 full-text articles were assessed for eligibility. Seventy two studies were excluded based on predefined criteria, such as lack of relevant diagnostic outcomes or inappropriate design, resulting in 28 studies being included in the final review.<\/p>\n<h5 style=\"text-align: justify;\"><strong>Results<\/strong><\/h5>\n<p style=\"text-align: justify;\"><em>Study Selection and Characteristics: <\/em>Out of approximately 500 records retrieved from the database search, 100 duplicates were removed. The remaining 400 articles underwent screening based on their titles and abstracts. After this initial screening, 100 studies were selected for full-text review. Of these, 72 articles were excluded due to reasons such as unsuitable study design, limited sample size, or incomplete data reporting. As a result, 28 studies met the inclusion criteria and were incorporated into the final review.<\/p>\n<p style=\"text-align: justify;\">These selected studies represented a wide spectrum of research methodologies, including prospective and retrospective cohorts, cross-sectional investigations, observational studies, and several meta-analyses. The sample sizes across studies varied considerably, ranging from as few as 29 to as many as 3,374 participants. Where participant age was mentioned, the average age fell between 31.5 and 40 years. The PRISMA flow chart is as shown in Figure 1 [46].<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-large wp-image-4331\" src=\"https:\/\/hjog.org\/wp-content\/uploads\/2026\/04\/hjog-25-2-90-f1-1024x526.jpg\" alt=\"\" width=\"800\" height=\"411\" srcset=\"https:\/\/hjog.org\/wp-content\/uploads\/2026\/04\/hjog-25-2-90-f1-1024x526.jpg 1024w, https:\/\/hjog.org\/wp-content\/uploads\/2026\/04\/hjog-25-2-90-f1-300x154.jpg 300w, https:\/\/hjog.org\/wp-content\/uploads\/2026\/04\/hjog-25-2-90-f1-768x394.jpg 768w, https:\/\/hjog.org\/wp-content\/uploads\/2026\/04\/hjog-25-2-90-f1-1536x789.jpg 1536w, https:\/\/hjog.org\/wp-content\/uploads\/2026\/04\/hjog-25-2-90-f1.jpg 1685w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/p>\n<p><em><strong>Figure 1.<\/strong><\/em> Flowchart of studies included in systematic review.<\/p>\n<p style=\"text-align: justify;\">The studies included in this review demonstrated a wide range of diagnostic performance for ultrasound in identifying endometriosis. Sensitivity values ranged from as low as 26.7% to as high as 98%, while specificity ranged between 46% and 100%. The lowest sensitivity (26.7%) was found in the study by Chen et al. (2019), whereas Xiang et al. (2022) reported the highest sensitivity at 98%. Specificity reached near-perfect levels 100% in several investigations [18,31].<\/p>\n<p style=\"text-align: justify;\">Higher overall accuracy rates were frequently observed in meta-analyses. For instance, different studies reported an accuracy of 93%, 94%, and 94.5% respectively. Among the prospective multicenter trials, a study demonstrated a high diagnostic accuracy of 94%, another study reported slightly lower accuracy of 86.5% respectively.<\/p>\n<p style=\"text-align: justify;\"><a href=\"https:\/\/hjog.org\/wp-content\/uploads\/2026\/04\/hjog-25-2-90-t1.pdf\" target=\"_blank\" rel=\"noopener\">Table 1<\/a> shows summary pooled results of sensitivity, specificity and diagnostic accuracy of ultrasound for detection of endometriosis. Table shows that this systematic review included 28 studies evaluating the diagnostic performance of ultrasound in detecting deep infiltrating endometriosis. The studies span various designs, including prospective, retrospective, and meta-analyses, with sample sizes ranging from small cohorts to large-scale reviews involving thousands of patients. Sensitivity values varied widely across studies from as low as 22% to as high as 98% while specificity generally remained high, often exceeding 90%, particularly in meta-analyses and larger prospective designs. Accuracy rates also showed a strong trend toward reliability, with many studies reporting figures above 85%. Notably, the strongest diagnostic performance was observed in meta-analyses and large prospective studies.<\/p>\n<p style=\"text-align: justify;\"><a href=\"https:\/\/hjog.org\/wp-content\/uploads\/2026\/04\/hjog-25-2-90-t2.pdf\" target=\"_blank\" rel=\"noopener\">Table 2<\/a> is the summary of the risk of bias assessment of the 28 included studies showed mixed results. Most prospective multicenter studies and meta-analyses had a low risk of bias, which makes their findings more reliable. On the other hand, several retrospective and smaller observational studies showed moderate to high risks of selection, performance, or detection bias. These issues mean that some studies have overestimated accuracy by including easier-to-diagnose cases, while others have underestimated it because of operator differences or lack of blinding.<\/p>\n<p style=\"text-align: justify;\">The results of this review showed wide variation in diagnostic accuracy, which reflects heterogeneity among the included studies. This variability was mainly due to differences in lesion location, study design, and the level of operator expertise. Although we did not perform a formal statistical test of heterogeneity, the broad range of sensitivity and specificity values in our review suggests that the findings are best understood within a random-effects framework. This highlights that clinical and methodological differences between studies strongly influence the reported diagnostic outcomes.<\/p>\n<p style=\"text-align: justify;\">Figure 2 shows the scatter plot of sensitivity and specificity for transvaginal ultrasound (TVUS) in diagnosing deep infiltrating endometriosis (DIE) across included studies.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-large wp-image-4332\" src=\"https:\/\/hjog.org\/wp-content\/uploads\/2026\/04\/hjog-25-2-90-f2-1024x750.jpg\" alt=\"\" width=\"800\" height=\"586\" srcset=\"https:\/\/hjog.org\/wp-content\/uploads\/2026\/04\/hjog-25-2-90-f2-1024x750.jpg 1024w, https:\/\/hjog.org\/wp-content\/uploads\/2026\/04\/hjog-25-2-90-f2-300x220.jpg 300w, https:\/\/hjog.org\/wp-content\/uploads\/2026\/04\/hjog-25-2-90-f2-768x563.jpg 768w, https:\/\/hjog.org\/wp-content\/uploads\/2026\/04\/hjog-25-2-90-f2-1536x1125.jpg 1536w, https:\/\/hjog.org\/wp-content\/uploads\/2026\/04\/hjog-25-2-90-f2-2048x1501.jpg 2048w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/p>\n<p><em><strong>Figure 2.<\/strong><\/em> Scatter plot of sensitivity and specificity for transvaginal ultrasound (TVUS) in diagnosing deep infiltrating endometriosis (DIE) across included studies.<\/p>\n<p style=\"text-align: justify;\">Each point represents an individual study, showing variability in diagnostic performance. Most studies demonstrated high sensitivity and specificity, while some reported lower sensitivity, reflecting differences in operator expertise, study design, or lesion location. This plot visually highlights the heterogeneity in diagnostic accuracy among the included studies.<\/p>\n<h5 style=\"text-align: justify;\"><strong>Discussion<\/strong><\/h5>\n<p style=\"text-align: justify;\">This systematic review reports the varying diagnostic accuracy of ultrasound in identifying endometriosis, with reported sensitivities ranging from 26.7% to 98% and specificities between 46% and 100%. Such a broad range in diagnostic performance likely reflects differences in study design, imaging protocols, operator skill, and patient-related variables. Notably, meta-analyses which compile data across multiple studies tended to show higher sensitivity and specificity, suggesting that when ultrasound is performed using standardized approaches, it can serve as a reliable and non-invasive diagnostic method for endometriosis.<\/p>\n<p style=\"text-align: justify;\">However, the variation in results across individual studies cannot be overlooked. For instance, a study reported a particularly low sensitivity (26.7%), pointing toward the influence of factors such as lesion location, limited sample size, non-standardized imaging techniques, or atypical disease presentations [14]. On the other hand, few studies demonstrated near-perfect specificity, highlighting ultrasound&#8217;s potential to confidently rule out endometriosis when applied under optimal conditions [21,18].<\/p>\n<p style=\"text-align: justify;\">A clear pattern also emerged when comparing prospective versus retrospective study designs. Prospective multicenter investigations showed more consistent and higher diagnostic accuracy [25,43]. In contrast, retrospective studies tended to exhibit greater variability, likely due to inconsistencies in data collection, reporting, and imaging criteria. Similarly, some systematic reviews and meta-analyses reported more robust diagnostic values, further emphasizing the strength of well-structured, large-scale research in establishing clinical benchmarks [29,34].<\/p>\n<p style=\"text-align: justify;\">When interpreting the diagnostic performance of TVUS for DIE, it is important to consider its role relative to other imaging modalities, particularly MRI. Comparative studies have shown that TVUS offers diagnostic accuracy comparable to MRI for certain sites, such as rectosigmoid and ovarian endometriosis, but MRI may perform better in detecting lesions at more complex anatomical locations, including the uterosacral ligaments and bladder. In a study conducted by bartlett et all in 2020 shows that 22 percent of endometriosis was detected by in 18 of 83 patients while MRI detected endometriosis in 61 percent of patients 51 of 83. In 51 percent of Patients DIE was not detected on US but positive on MRI 33 of 65 patients. MR identified additional sites or sequela in the majority of patients [17].<\/p>\n<h5 style=\"text-align: justify;\"><strong>Conclusion<\/strong><\/h5>\n<p style=\"text-align: justify;\">In conclusion, this review shows that transvaginal ultrasound (TVUS) is a reliable and valuable tool for diagnosing deep infiltrating endometriosis, especially when performed by trained and experienced operators. Most well-designed studies reported good accuracy, making TVUS a strong first-line imaging option. However, some studies with higher risks of bias remind us that results should be interpreted carefully. MRI can provide additional information in complex cases, but because of its higher cost and limited availability, TVUS remains the most practical choice in routine practice.<\/p>\n<h5 style=\"text-align: justify;\"><strong>Limitations<\/strong><\/h5>\n<p style=\"text-align: justify;\">Forest plots could not be generated for all included studies due to unavailability of complete diagnostic 2\u00d72 data and confidence intervals.<\/p>\n<h5 style=\"text-align: justify;\"><strong>Conflict of Interest<\/strong><\/h5>\n<p style=\"text-align: justify;\">None.<\/p>\n<h5 style=\"text-align: justify;\"><strong>Grant support and financial disclosure<\/strong><\/h5>\n<p style=\"text-align: justify;\">None.<\/p>\n<h5 style=\"text-align: justify;\"><strong>Data availability<\/strong><\/h5>\n<p style=\"text-align: justify;\">All data analyzed in this study were extracted from previously published articles, which are available in the public domain. No new data were generated.<\/p>\n<h5 style=\"text-align: justify;\"><strong>Authors contribution<\/strong><\/h5>\n<p style=\"text-align: justify;\">Fatima Batool: Concept, article writing database, literature search, PRISMA flow chart.<\/p>\n<p style=\"text-align: justify;\">Javeria Khan: Literature search.<\/p>\n<p style=\"text-align: justify;\">Dr Syed Muhammad Yousuf, Prof. Syed Amir Gillani, Dr. M Mudassar Mahmood ,Dr Khadija: Critical review, proof reading.<\/p>\n<h5 style=\"text-align: justify;\"><strong>References<\/strong><strong>\u00a0<\/strong><\/h5>\n<ol>\n<li style=\"text-align: justify;\">Leonardi M, et al. The global burden of endometriosis: a systematic review and meta-analysis of prevalence and impact. J Reprod Med. 2020;65(1-2): 74-80.<\/li>\n<li style=\"text-align: justify;\">Mounsey AL, et al. Diagnosis and treatment of endometriosis. J Women&#8217;s Health. 2006;15(5): 532-539.<\/li>\n<li style=\"text-align: justify;\">Agarwal N, et al. 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JAMA. 2018;319(4):388\u2013396.<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>Fatima Batool, Javeria Khan, Syed Muhammad Yousaf Farooq, Syed Amir Gillani, M Mudassar Mahmood, Syeda Khadija Tul Sughra Maryam<\/p>\n<p style=\"text-align: right;\"><a href=\"https:\/\/hjog.org\/wp-content\/uploads\/2026\/04\/hjog-25-2-90.pdf\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-130\" src=\"https:\/\/hjog.org\/wp-content\/uploads\/2017\/08\/pdf-icons-free-icons-in-file-icons-18.png\" alt=\"\" width=\"48\" height=\"48\" \/><\/a><\/p>\n<p>Introduction:\u00a0Deep infiltrative endometriosis (DIE) is a severe form of endometriosis, affecting approximately 20% of women with the disease. It often goes undiagnosed due to its complex presentation and overlap with other pelvic conditions. Early and accurate detection is key to guiding treatment and reducing the disease burden. Transvaginal ultrasound (TVUS) is a first-line imaging method used in clinical settings due to its accessibility and low cost. Despite this, reported accuracy in identifying DIE remains inconsistent&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1368],"tags":[1372,253,188],"class_list":["post-4286","post","type-post","status-publish","format-standard","hentry","category-2026-volume-25-issue-2","tag-diagnostic-techniques-and-procedures","tag-endometriosis","tag-ultrasonography"],"_links":{"self":[{"href":"https:\/\/hjog.org\/index.php?rest_route=\/wp\/v2\/posts\/4286","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/hjog.org\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/hjog.org\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/hjog.org\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/hjog.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=4286"}],"version-history":[{"count":6,"href":"https:\/\/hjog.org\/index.php?rest_route=\/wp\/v2\/posts\/4286\/revisions"}],"predecessor-version":[{"id":4385,"href":"https:\/\/hjog.org\/index.php?rest_route=\/wp\/v2\/posts\/4286\/revisions\/4385"}],"wp:attachment":[{"href":"https:\/\/hjog.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4286"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/hjog.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4286"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/hjog.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4286"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}