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99 result(s) for "Burisch, Johan"
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High Accuracy in Classifying Endoscopic Severity in Ulcerative Colitis Using Convolutional Neural Network
Introduction:The evaluation of endoscopic disease severity is a crucial component in managing patients with ulcerative colitis (UC). However, endoscopic assessment suffers from substantial intraobserver and interobserver variations, limiting the reliability of individual assessments. Therefore, we aimed to develop a deep learning model capable of distinguishing active from healed mucosa and differentiating between different endoscopic disease severity degrees.Methods:One thousand four hundred eighty-four unique endoscopic images from 467 patients were extracted for classification. Two experts classified all images independently of one another according to the Mayo endoscopic subscore (MES). In cases of disagreement, a third expert classified the images. Different convolutional neural networks were considered for automatically classifying UC severity. Five-fold cross-validation was used to develop and select the final model. Afterward, unseen test data sets were used for model evaluation.Results:In the most challenging task—distinguishing between all categories of MES—our final model achieved a test accuracy of 0.84. When evaluating this model on the binary tasks of distinguishing MES 0 vs 1–3 and 0–1 vs 2–3, it achieved accuracies of 0.94 and 0.93 and areas under the receiver operating characteristic curves of 0.997 and 0.998, respectively.Discussion:We have developed a highly accurate, new, automated way of evaluating endoscopic images from patients with UC. We have demonstrated how our deep learning model is capable of distinguishing between all 4 MES levels of activity. This new automated approach may optimize and standardize the evaluation of disease severity measured by the MES across centers no matter the level of medical expertise.
The Impact of Periodontitis on Inflammatory Bowel Disease Activity
Abstract Background Inflammatory bowel disease (IBD) and periodontitis are chronic, progressive, inflammatory diseases with similarly complex pathogeneses that involve an interplay between dysbiotic microbiota and dysregulated immune-inflammatory responses. However, whether the presence of periodontitis is associated with IBD activity and/or its severity remains unknown. Methods An online, questionnaire-based study was answered by 1093 patients with IBD, comprising 527 patients with Crohn’s disease and 566 patients with ulcerative colitis. The survey included questions on social demographics; oral health, including the Periodontal Screening Score (PESS); and IBD-related characteristics, including validated disease indices. Results Irrespective of disease subtype, patients with a reduced number of teeth and those with self-reported severe periodontitis scored significantly higher on the IBD disability index (number of teeth: coefficient, 4.93 [95% confidence interval {CI}, 1.21–8.66; P = .010]; periodontitis: coefficient, 3.54 [95% CI, 0.27–6.80; P = .034]) and reported increased disease activity in the preceding 12 months (number of teeth: odds ratio [OR], 1.91 [95% CI, 1.36–2.69; P < .001]; periodontitis: OR, 1.71 [95% CI, 1.27–2.31; P < .001]). There was also evidence of a weak association between self-reported severe periodontitis and current disease activity (OR, 1.33; 95% CI, 0.95–1.86; P = .099). However, IBD severity, as a composite parameter of a history of surgery due to IBD and/or treatment with biological therapy, was not associated with possessing a reduced number of teeth (OR, 1.18; 95% CI, 0.77–1.80; P = .451), nor with self-reported severe periodontitis (OR, 1.15; 95% CI, 0.79–1.66; P = .467). Conclusions Periodontitis and tooth loss were significantly associated with increased IBD-related disability and more disease activity in the preceding 12 months. Our results suggest that greater attention should be paid to IBD patients’ oral health. Lay Summary In this questionnaire-based study among 1093 patients with inflammatory bowel disease (IBD), we demonstrated a significant association between the presence of periodontitis and more IBD disease activity in the last 12 months, as well as increased IBD disability.
Inflammatory Bowel Disease and Parkinson's Disease: A Nationwide Swedish Cohort Study
Abstract Background Few studies have examined the association between inflammatory bowel disease (IBD) and Parkinson's disease (PD). Methods To estimate the incidence and relative risk of PD development in a cohort of adult IBD, we included all incident IBD patients (n = 39,652) in the Swedish National Patient Register (NPR) between 2002 and 2014 (ulcerative colitis [UC]: n = 24,422; Crohn's disease [CD]: n = 11,418; IBD-unclassified [IBD-U]: n = 3812). Each IBD patient was matched for sex, age, year, and place of residence with up to 10 reference individuals (n = 396,520). In a cohort design, all incident PD occurring after the index date was included from the NPR. In a case-control design, all incident PD occurring before the index date was included. The association between IBD and PD and vice versa was investigated by multivariable Cox and logistic regression. Results In IBD, there were 103 cases of incident PD, resulting in hazard ratios (HRs) for PD of 1.3 (95% confidence interval [CI], 1.0-1.7; P = 0.04) in UC, 1.1 (95% CI, 0.7-1.7) in CD, and 1.7 (95% CI, 0.8-3.0) in IBD-U. However, these effects disappeared when adjusting for number of medical visits during follow-up to minimize potential surveillance bias. In a case-control analysis, IBD patients were more likely to have prevalent PD at the time of IBD diagnosis than matched controls, with odds ratios of 1.4 (95% CI, 1.2-1.8) in all IBD patients, 1.4 (95% CI, 1.1-1.9) for UC, and 1.6 (95% CI, 1.1-2.3) for CD patients alone. Conclusions IBD is associated with an increased risk of PD, but some of this association might be explained by surveillance bias. 10.1093/ibd/izy190_video1 izy190.video1 5785623138001
Risk for development of inflammatory bowel disease under inhibition of interleukin 17: A systematic review and meta-analysis
Cases of inflammatory bowel disease (IBD) during treatment with interleukin (IL)-17 antagonists have been reported from trials in psoriasis, psoriatic arthritis, and ankylosing spondylitis. The aim of this study was to assess the overall risk for development of IBD due to IL-17 inhibition. Systematic review and meta-analysis of studies conducted 2010-2018 of treatment with IL-17 antagonists in patients with psoriasis, psoriatic arthritis, ankylosing spondylitis, and rheumatoid arthritis. We compared risk of IBD development in anti-IL-17 treated patients compared to placebo treatments. We also computed incident rates of IBD overall. A 'worst case scenario' defining subjects ambiguous for prevalent versus incident cases for the latter was also applied. Sixty-six studies of 14,390 patients exposed to induction and 19,380 patients exposed to induction and/or maintenance treatment were included. During induction, 11 incident cases of IBD were reported, whereas 33 cases were diagnosed during the entire treatment period. There was no difference in the pooled risk of new-onset IBD during induction studies for both the best-case [risk difference (RD) 0.0001 (95% CI: -0.0011, 0.0013)] and worst-case scenario [RD 0.0008 (95% CI: -0.0005, 0.0022)]. The risk of IBD was not different from placebo when including data from maintenance and long-term extension studies [RD 0.0007 (95% CI: -0.0023, 0.0036) and RD 0.0022 (95% CI: -0.0010, 0.0055), respectively]. The risk for development of IBD in patients treated with IL-17 antagonists is not elevated. Prospective surveillance of patients treated with IL-17 antagonists with symptom and biomarker assessments is warranted to assess for onset of IBD in these patients.
A 10-Year Follow-up Study of the Natural History of Perianal Crohn’s Disease in a Danish Population-Based Inception Cohort
Abstract Background Perianal complications in patients with Crohn’s disease are common and have a negative impact on the patients’ quality of life. Data about the long-term disease course of perianal Crohn’s disease in the era of biological treatment are limited. In this population-based cohort study, we sought to investigate the occurrence, clinical risk factors, and disease course of perianal disease. Methods A total of 213 Crohn’s disease patients were included in a prospective population-based inception cohort. Data were retrieved from medical records and national health administrative databases. Perianal disease was defined as a perianal fistula and/or abscess. Associations between outcomes and covariates were analyzed by Cox regression analysis. Results A total of 48 (22.5%) patients developed perianal disease after 10 years. Colonic disease location (hazard ratio [HR], 1.99; 95% confidence interval [CI], 1.01–3.92) and penetrating behavior (HR, 5.65; 95% CI, 2.65–12.03) were associated with the development of perianal disease. The cumulative risk of undergoing abdominal surgery was 51% after 10 years. Patients with perianal disease had a higher rate of resection (HR, 3.92; 95% CI, 1.86–8.67) and hospitalization (HR, 1.01; 95% CI, 1.00–1.01). There was no significant difference in the rate of sick leave, unemployment, or disability pension between patients with and without perianal disease. Conclusions Patients with perianal disease carry a higher risk of surgery and hospitalization, and this suggests a more severe disease course and poorer prognosis among these patients, even in the era of biological treatment. These findings underline the importance of optimizing treatment strategies for patients with perianal disease.
Spine and Sacroiliac Joint Involvement in Newly Diagnosed Patients With Inflammatory Bowel Disease: Clinical and MRI Findings From a Population-Based Cohort
INTRODUCTION:In patients with inflammatory bowel disease (IBD), co-occurring spondyloarthritis (SpA) leads to poorer outcomes and impaired quality of life, highlighting the importance of early detection and effective treatment. This is the first study to assess the prevalence and distribution of axial symptoms and magnetic resonance imaging (MRI)-detected involvement of the spine and sacroiliac joints (SIJs) in early IBD.METHODS:Newly diagnosed patients with IBD from a prospective, population-based cohort were consecutively recruited. Rheumatological interview, clinical, ultrasound, and MRI assessment for SIJ and spine inflammatory and structural lesions were made using validated scoring methods and consensus definitions of axial SpA (axSpA).RESULTS:Of 110 patients (ulcerative colitis: 70, Crohn's disease: 40, mean age of 42 years, and 40% male), 48 (44.9%) reported back and/or buttock pain, and 10 (9.1%) had inflammatory back pain. Seventeen (16.7%) patients had MRI findings indicative of axSpA; only 10 of these patients had axial symptoms. Inflammatory MRI lesions were present in SIJs and the spine of 27 (26.5%) and 30 (30.3%) patients, respectively. The Assessment of SpondyloArthritis International Society classification criteria for axSpA were met in 11 (10%) cases. MRI findings typical of axSpA were associated with peripheral joint and entheseal inflammation detected by ultrasound (P = 0.04). No differences in clinical or imaging findings were found between patients with ulcerative colitis and Crohn's disease.DISCUSSION:One-in-6 newly diagnosed patients with IBD had MRI findings indicative of axSpA. As 40% of these patients were asymptomatic, this suggests that axSpA is underdiagnosed in early IBD. Multidisciplinary collaboration is essential to ensure early detection of axial inflammation and to enable optimal therapy preventing future structural damage and disability.
Psychiatric and Educational Aspects of Familial Adenomatous Polyposis: A Nationwide Danish Cohort Study With Matched Nonexposed Individuals
INTRODUCTION:Familial adenomatous polyposis (FAP) is an autosomal, dominantly inherited disorder that predisposes to colorectal cancer. An increased risk of cancer may affect mental health, but the magnitude of this effect remains unknown. We assessed the psychosocial functioning, including the educational level attained and risk of psychiatric comorbidity, of patients with FAP by comparing them with matched nonexposed individuals.METHODS:All Danish patients with FAP diagnosed before April 2021 were identified in the Danish Polyposis Register and paired with 4 matched nonexposed individuals. Educational history, psychiatric contacts or diagnoses (International Classification of Disease, 10th Revision), and treatment with antidepressants, anxiolytics, or antipsychotics were compared between patients with FAP and nonexposed individuals.RESULTS:The analysis included 445 patients with FAP and 1,538 nonexposed individuals. The highest educational level reached was significantly lower for patients with FAP (P < 0.001). When comparing patients with FAP and nonexposed and adjusting for a cancer diagnosis, an increased risk was observed for a psychiatric contact (1.69, 95% confidence interval [CI] 1.25-2.29, P < 0.001), any psychiatric prescription (1.39, 95% CI 1.17-1.66, P < 0.001), a psychiatric diagnosis (1.64, 95% CI 1.19-2.26, P = 0.002), and experiencing any psychiatric event (hazard ratio 1.42, 95% CI 1.20-1.68, P < 0.001). An increased risk was specifically seen for mood (affective) disorders (1.76, 95% CI 1.09-2.83, P = 0.02) and behavioral and emotional disorders (2.01, 95% CI 1.10-3.69, P = 0.02) and the need for antidepressants (1.59, 95% CI 1.24-2.03, P < 0.001) and antipsychotics (1.85, 95% CI 1.26-2.70, P = 0.002).DISCUSSION:Compared with nonexposed individuals, patients with had significantly less education and an increased risk of developing mood and behavioral disorders, with an increased likelihood of needing antidepressants and antipsychotics.
Validation of the Endoscopic Part of the Spigelman Classification for Evaluating Duodenal Adenomatosis in Familial Adenomatous Polyposis: A Prospective Study of Interrater and Intrarater Reliability
In patients with familial adenomatous polyposis, the Spigelman classification is recommended for staging and risk stratification of duodenal adenomatosis. Although the classification has been used for decades, it has never been formally validated. We included consecutive FAP patients undergoing upper gastrointestinal endoscopic surveillance and evaluated the inter- and intrarater reliability of the Spigelman classification. The interrater reliability of the endoscopic parameters and the Spigelman classification was good and excellent, respectively. The intrarater reliability of the endoscopic parameters and the Spigelman classification was moderate and good, respectively. The results support continued use of the Spigelman classification as the primary end point for future studies and as key endoscopic performance measure.
Impact of Vedolizumab on Extraintestinal Manifestations in Inflammatory Bowel Disease: Results From a Descriptive, Retrospective, Real-world Study
Abstract Background Patients with inflammatory bowel disease (IBD), including Crohn’s disease and ulcerative colitis, may develop extraintestinal manifestations (EIMs). The EMOTIVE study aimed to analyze the effect of vedolizumab on EIMs in a real-world cohort of patients with IBD. Methods This multicenter, descriptive, retrospective study was conducted in Belgium, Denmark, Israel, the Netherlands, and Switzerland in adults with moderately to severely active IBD and concurrent active EIMs at vedolizumab initiation (index date), with a ≥6-month follow-up after the index date. The primary endpoint was resolution of all EIMs within 6 months of vedolizumab initiation. Results In 99 eligible patients, the most frequent EIMs were arthralgia (69.7%), peripheral spondyloarthritis (21.2%), and axial spondyloarthritis (10.1%). Within 6 and 12 months of vedolizumab initiation, 19.2% and 25.3% of patients reported resolution of all EIMs, while 36.5% and 49.5% of all EIMs were reported to be improved (combination of resolution and partial response), respectively. Vedolizumab treatment persistence at 12 months was 82.8%. Adverse events were reported in 18.2% of patients, with the most frequent being arthralgia (4.0%). Conclusions This real-world study showed resolution of all EIMs in up to one-fourth of patients with IBD and improvement in up to half of EIMs within 12 months of vedolizumab treatment. Overall, vedolizumab was effective on EIMs in patients with IBD and showed a good safety profile. This study showed improvements in extraintestinal manifestations with vedolizumab treatment in a real-world cohort of patients with IBD, demonstrating that vedolizumab was effective on extraintestinal manifestations in patients with IBD and with concomitant EIMs while demonstrating a good safety profile. Graphical Abstract Graphical Abstract