Reuma Margalit-Yehuda’s research while affiliated with Sheba Medical Center and other places

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Publications (11)


Instructions for capsule readers on CC-CLEAR visible within the survey.
CC-CLEAR, Colon Capsule CLEansing Assessment and Report.
Project setup and flow.
Examples of images with good agreement between readers on the Leighton–Rex scale. (a) Poor (24 readers in agreement). (b) Fair (21 readers in agreement). (c) Good (22 readers in agreement). (d) Excellent (24 readers in agreement).
Instructions for capsule readers on the Leighton–Rex scale visible within the survey.
ICC for agreement between colon capsule endoscopy readers on the LR scale.

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Bowel cleansing quality evaluation in colon capsule endoscopy: what is the reference standard?
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October 2024

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1 Citation

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Background The diagnostic accuracy of colon capsule endoscopy (CCE) depends on a well-cleansed bowel. Evaluating the cleansing quality can be difficult with a substantial interobserver variation. Objectives Our primary aim was to establish a standard of agreement for bowel cleansing in CCE based on evaluations by expert readers. Then, we aimed to investigate the interobserver agreement on bowel cleansing. Design We conducted an interobserver agreement study on bowel cleansing quality. Methods Readers with different experience levels in CCE and colonoscopy evaluated bowel cleansing quality on the Leighton–Rex scale and Colon Capsule CLEansing Assessment and Report (CC-CLEAR), respectively. All evaluations were reported on an image level. A total of 24 readers rated 500 images on each scale. Results An expert opinion-based agreement standard could be set for poor and excellent cleansing but not for the spectrum in between, as the experts agreed on only a limited number of images representing fair and good cleansing. The overall interobserver agreement on the Leighton–Rex full scale was good (intraclass correlation coefficient (ICC) 0.84, 95% CI (0.82–0.85)) and remained good when stratified by experience level. On the full CC-CLEAR scale, the overall agreement was moderate (ICC 0.62, 95% CI (0.59–0.65)) and remained so when stratified by experience level. Conclusion The interobserver agreement was good for the Leighton–Rex scale and moderate for CC-CLEAR, irrespective of the reader’s experience level. It was not possible to establish an expert-opinion standard of agreement for cleansing quality in CCE images. Dedicated training in using the scales may improve agreement and enable future algorithm calibration for artificial intelligence supported cleansing evaluation. Trial registration All included images were derived from the CAREforCOLON 2015 trial (Registered with The Regional Health Research Ethics Committee (Registration number: S-20190100), the Danish data protection agency (Ref. 19/29858), and ClinicalTrials.gov (registration number: NCT04049357)).

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Comparison of etiologic and physiologic characteristics of fecal incontinence in men and women

January 2024

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17 Reads

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1 Citation

AJP Gastrointestinal and Liver Physiology

Background and aims: Fecal incontinence (FI) is often underreported and underestimated in men. Our aims were to clarify the causes and the physiologic characteristics of FI in men and to underline the differences between etiological and physiological factors in men and women diagnosed with FI. Methods: The study cohort encompassed 200 men and 200 women that underwent anatomical and physiological evaluation for FI in a tertiary referral center specializing in pelvic floor disorders. All patients underwent endoanal ultrasound and anorectal manometry. Evacuation proctography was performed in some patients. Demographic, medical, anatomic and physiologic parameters were compared between the 2 study groups. Results: Urge incontinence was the most frequent type of FI in both genders. In men, anal fistula, history of anal surgeries, rectal tumors and pelvic radiotherapy were common etiologic factors, while history of pelvic surgeries was more common in women. Associated urinary incontinence was reported more frequently by women. External anal sphincter defects, usually anterior, were more common in women (M:1.5%,W:24%,p<0.0001), while Internal anal sphincter defects prevalence was similar in men and women (M:16%,W12%,p=0.19). Decreased resting and squeeze pressures were less common in men (M:29%,W:46%,p<0.0001: M:44%,W:66%,p<0.0001). The incidence of rectal hyposensitivity was higher in men (M:33%,W:18%,p<0.0001), while rectal hypersensitivity was higher in women (M:29%,W:49%,p<0.0001). Anorectal dyssynergia was more common in men (M:66%,W:37%,p<0.0001). Conclusions: Significantly different etiologic factors and physiologic characteristics for FI were found in men. Acknowledging these differences is significant and may yield better treatment options.


Spatiotemporal analysis of small bowel capsule endoscopy videos for outcomes prediction in Crohn’s disease

June 2023

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754 Reads

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8 Citations

Background Deep learning techniques can accurately detect and grade inflammatory findings on images from capsule endoscopy (CE) in Crohn’s disease (CD). However, the predictive utility of deep learning of CE in CD for disease outcomes has not been examined. Objectives We aimed to develop a deep learning model that can predict the need for biological therapy based on complete CE videos of newly-diagnosed CD patients. Design This was a retrospective cohort study. The study cohort included treatment-naïve CD patients that have performed CE (SB3, Medtronic) within 6 months of diagnosis. Complete small bowel videos were extracted using the RAPID Reader software. Methods CE videos were scored using the Lewis score (LS). Clinical, endoscopic, and laboratory data were extracted from electronic medical records. Machine learning analysis was performed using the TimeSformer computer vision algorithm developed to capture spatiotemporal characteristics for video analysis. Results The patient cohort included 101 patients. The median duration of follow-up was 902 (354–1626) days. Biological therapy was initiated by 37 (36.6%) out of 101 patients. TimeSformer algorithm achieved training and testing accuracy of 82% and 81%, respectively, with an Area under the ROC Curve (AUC) of 0.86 to predict the need for biological therapy. In comparison, the AUC for LS was 0.70 and for fecal calprotectin 0.74. Conclusion Spatiotemporal analysis of complete CE videos of newly-diagnosed CD patients achieved accurate prediction of the need for biological therapy. The accuracy was superior to that of the human reader index or fecal calprotectin. Following future validation studies, this approach will allow for fast and accurate personalization of treatment decisions in CD.


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Where does capsule endoscopy fit in the diagnostic algorithm of small bowel intussusception?

June 2023

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47 Reads

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4 Citations

Digestive and Liver Disease

Introduction: The investigation of small bowel (SB) intussusception is variable, reflecting the lack of existing standards. The aim of this study was to understand the role of small bowel capsule endoscopy (SBCE) to investigate this pathology. Methodology: This was a retrospective multi-centre study. Patients with intussusception on SBCE and those where SBCE was carried out due to findings of intussusception on radiological investigations were included. Relevant information was collected. Results: Ninety-five patients (median age 39+/-SD19.1 years, IQR 30) were included. Radiological investigations were carried out in 71 patients (74.7%) prior to SBCE with intussusception being present in 60 patients on radiological investigations (84.5%). Thirty patients (42.2%) had intussusception on radiological investigations followed by a normal SBCE. Ten patients (14.1%) had findings of intussusception on radiological investigations, a normal SBCE and repeat radiological investigations that were also normal. Abnormal findings were noted on SBCE that could explain intussusception on imaging in (16 patients) 22.5% of patients. Five patients (5.3%) underwent radiological investigations and SBCE to investigate coeliac disease and intussusception. None had associated malignancy. Four patients (4.2%) underwent SBCE to investigate familial polyposis syndromes and went on to SB enteroscopy and surgery accordingly. Most patients (n = 14; 14.8%) with intussusception on initial SBCE (without prior radiological imaging) had suspected SB bleeding (n = 10, 10.5%). Four patients (4.2%) had additional findings of a mass on CT scan and went on to have surgery. Conclusion: SBCE should be used to complement radiology when investigating intussusception. It is a safe non-invasive test that will minimise unnecessary surgery. Additional radiological investigations following a negative SBCE in cases of intussusception noted on initial radiological investigations are unlikely to yield positive findings. Radiological investigations following intussusception noted on SBCE in case of patients presenting with obscure gastrointestinal bleeding, may yield additional findings.


Score reproducibility and reliability in differentiating small bowel subepithelial masses from innocent bulges

August 2022

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44 Reads

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10 Citations

Digestive and Liver Disease

Aims The primary aim of this study was to assess the reliability, intra- and inter-observer variation of the SPICE, Mucosal protrusion angle (MPA) and SHYUNG scores in differentiating a subepithelial mass (SEM) from a bulge. Methods This retrospective multicentre study analysed the 3 scores, radiological studies, enteroscopy and/or surgical findings. Results 100 patients with a potential SEM (mean age 57.6years) were recruited with 75 patients having pathology. In patients with a SEM the mean SPICE score was 2.04 (95% CI 1.82–2.26) as compared to 1.16 (95% CI 0.81–1.51) without any pathology (AUC 0.74, p<0.001), with a fair intra-observer agreement (Kappa 0.3, p<0.001) and slight inter-observer agreement (Kappa 0.14, p<0.05). SPICE had a 37.3% sensitivity and 92.0% specificity in distinguishing between a SEM and bulge, whereas MPA<90˚ had 58.7% and 76.0% respectively, with poor intra-observer(p = 0.05) and interobserver agreement (p = 0.64). The SHYUNG demonstrated a moderate intra-observer (Kappa 0.44, p<0.001) and slight inter-observer reliability (Kappa 0.18, p<0.001). The sensitivity of an elevated SHYUNG score (≥4) in identifying a SEM was 18.7% with a specificity of 92.0% (AUC 0.71, p = 0.002). Conclusions Though these scores are easy to use, they have, at best, slight to moderate intra and inter-observer agreement. Their overall diagnostic performances are limited.




Scoring systems in clinical small-bowel capsule endoscopy: all you need to know!

May 2021

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308 Reads

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39 Citations

Capsule endoscopy (CE) emerged out of the pressing clinical need to image the small bowel (SB) in cases of midgut bleeding and provide an overall comfortable and reliable gastrointestinal (GI) diagnosis 1. Since its wider adoption in clinical practice, significant progress has been made in several areas including software development, hardware features and clinical indications, while innovative applications of CE never cease to appear 2 3. Currently, several manufacturers provide endoscopic capsules with more or less similar technological features 4. Although there is engaging and continuous academic and industry-fueled R&D, promising furtherment of CE technology 4 5, the current status of clinical CE remains that of by and large an imaging modality. Clinical relevance of CE images is cornerstone in the decision-making process for medical management. In one of the larger to date SB CE studies, 4,206 abnormal images were detected in 3,280 patients 6. Thus, CE leads to the identification of a large amount of potential pathology, some of which are pertinent (or relevant) while some (probably the majority) are not. Soon artificial intelligence (AI) is likely to carry out several roles currently performed by humans; in fact, we are witnessing only the first stages of a transition in the clinical adoption of AI-based solutions in several aspects of gastroenterology including CE 7. Until then though, human-based decision-making profoundly impacts patient care and – although not suggested in the updated European Society of Gastrointestinal Endoscopy (ESGE) European curriculum 8 9 – it should be an integral part of CE training. Frequently, interpretation of CE images by experts or at least experienced readers differs. In a tandem CE reading study, expert review of discordant cases revealed a 50 % (13/25 discordant results) error rate by experienced readers, corresponding (in 5/13 cases) to ‘over-classification’ of an irrelevant abnormality 10. Another comparative study showed an ‘over-classification’ of such irrelevant abnormalities in ~10 % of CE readings 11. One thing which has been for a while on the table – in relation to optimizing and/or standardizing CE reporting and subsequent decision-making – is the need for reproducible scoring systems and for a reliable common language among clinicians responsible for further patient’s management. Over the years, several of these scoring systems were developed while others appear in the wake of software and hardware improvements aiming to replace and/or complement their predecessors. This review presents a comprehensive account of the currently available classification/scoring systems in clinical CE spanning from predicting the bleeding potential of identified SB lesions (with emphasis on vascular lesions), and the individual rebleeding risk; scoring systems for the prediction of SB lesions in patients with obscure gastrointestinal bleeding (OGlB), having the potential to improve patient selection and rationalize the use of enteroscopy, with better allocation of resources, optimized diagnostic workflow and tailored treatment. This review also includes scores for reporting the inflammatory burden, the cleansing level that underscores confidence in CE reporting and the mass or bulge question in CE. Essentially, the aim is to become a main text for reference when scoring is required and facilitate the inclusion of -through readiness of access- one of the other in the final report.



Angiographic classification of Takayasu's arteritis [4].
Coexistence of Takayasu’s Arteritis in Patients with Inflammatory Bowel Diseases

February 2021

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54 Reads

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9 Citations

Background: Takayasu's arteritis (TA) and inflammatory bowel disease (IBD) are chronic inflammatory granulomatous disorders that have rarely been concomitantly reported in case reports and small case series. Objective: We report a series of seven cases of TA and IBD association in two referral centers with a comprehensive review of literature. Methods: We analyzed retrospectively the electronic medical charts of TA-IBD patients at the University Hospital of São Paulo, Brazil, and at the Sheba Medical Center at Tel Aviv University, Israel. Results: Overall, five patients had Crohn's disease (DC) and two had ulcerative colitis (UC), and they were mostly female and non-Asian. All patients developed IBD first and, subsequently, TA. Two underwent colectomy and one ileocecectomy due to IBD activity, while three required cardiovascular surgery due to TA activity. Most patients are currently in clinical remission of both diseases with conventional drug treatment. Conclusion: Although the coexistence of TA and IBD is uncommon, both seem to be strongly associated through pathophysiological pathways.


Citations (7)


... The capsule can linger in segments sometimes for hours, offering a more prolonged and detailed assessment than minutes of examination during a colonoscopy. This unique feature may partially compensate for the lack of washing but also introduces greater subjectivity, 45 sometimes revealing hidden areas behind residual stool that may not be visible from a single perspective. ...

Reference:

Follow-up endoscopy rates as an indicator of effectiveness in colon capsule endoscopy: a systematic review and meta-analysis
Bowel cleansing quality evaluation in colon capsule endoscopy: what is the reference standard?

... La estructura más distal del tubo digestivo está formada por el recto y el ano, el recto constituye la continuación del colon previo al conducto anal. El recto y el ano son estructuras importantes para alcanzar una adecuada continencia fecal (13). ...

Comparison of etiologic and physiologic characteristics of fecal incontinence in men and women
  • Citing Article
  • January 2024

AJP Gastrointestinal and Liver Physiology

... The ex vivo CAD analysis of fluorescein isothiocyanate-labeled infliximab and vedolizumab staining on the biopsy specimens showed that baseline increased binding of labeled biologics could predict the response to therapy, with a 77% accuracy only in patients with UC (AUROC = 83% vs. 58% in patients with CD) [124]. A spatiotemporal ML-based analysis of CE videos from 101 newly diagnosed and treatment-naïve patients with CD, followed up for six months using the TimeSformer computer vision algorithm (Facebook Research, Menlo Park, California, USA), achieved better prediction for the need of biological therapy compared to the Lewis score (human readers' grading) and fecal calprotectin (AUROC = 0.86, 0.70, and 0.74, respectively) [125]. ...

Spatiotemporal analysis of small bowel capsule endoscopy videos for outcomes prediction in Crohn’s disease

... While these scores are relatively simple to apply during SBCE reading, they demonstrated poor inter-and intra-observer agreement, with kappa values ranging from 0.14 to 0.44. Sensitivity was limited, ranging from 18.7% to 58.7%, despite a specificity of 76% to 92% [14]. ...

Score reproducibility and reliability in differentiating small bowel subepithelial masses from innocent bulges
  • Citing Article
  • August 2022

Digestive and Liver Disease

... Yano-Yamamoto classification (28)). Currently, however, the Saurin classification seems to be gaining more acceptance and could help to better stratify patients for the DBE (29). Other reasons for no DBE could have been multimorbidity or refusal by the patient. ...

Scoring systems in clinical small-bowel capsule endoscopy: all you need to know!

... 24 Vascular lesions identified by the readers were divided into lesions with an intermediate to high risk of bleeding (P1 and P2 lesions), and lesions with no or a low bleeding potential (P0 lesions) according to the Saurin classification. 25 Relevant vascular lesions (P1 and P2) were further classified into diminutive angiectasias (P1) and typical angiodysplasias (P2), following 2 consensus statements on the semantic description and clinical relevance of vascular lesions. 26,27 Active bleeding was also considered to be important in this context (P2) (eTable 1 in Supplement 1). ...

Scoring systems in clinical small-bowel capsule endoscopy: all you need to know!

... 1,2 Aortitis is less common, described in case reports among adults with Crohn's disease and ulcerative colitis. 3,4 Takayasu arteritis (TAK) is a systemic inflammation primarily affecting large arteries including the aorta, primarily arterial stenoses, and can present as pulse inequalities or loss, or claudication, with most patients exhibiting symptoms when disease is severe. 5 Here, we describe a case of TAK in a pediatric patient with Crohn's disease initially treated with Infliximab who presented with new symptoms while off therapy. ...

Coexistence of Takayasu’s Arteritis in Patients with Inflammatory Bowel Diseases