Development of machine learning models for detection of vision threatening Behçet's disease (BD) using Egyptian College of Rheumatology (ECR)-BD cohort.

BACKGROUND: Eye lesions, occur in nearly half of patients with Behçet's Disease (BD), can lead to irreversible damage and vision loss; however, limited studies are available on identifying risk factors for the development of vision-threatening BD (VTBD). Using an Egyptian college of rheumatology (ECR)-BD, a national cohort of BD patients, we examined the performance of machine-learning (ML) models in predicting VTBD compared to logistic regression (LR) analysis. We identified the risk factors for the development of VTBD. METHODS: Patients with complete ocular data were included. VTBD was determined by the presence of any retinal disease, optic nerve involvement, or occurrence of blindness. Various ML-models were developed and examined for VTBD prediction. The Shapley additive explanation value was used for the interpretability of the predictors. RESULTS: A total of 1094 BD patients [71.5% were men, mean ± SD age 36.1 ± 10 years] were included. 549 (50.2%) individuals had VTBD. Extreme Gradient Boosting was the best-performing ML model (AUROC 0.85, 95% CI 0.81, 0.90) compared with logistic regression (AUROC 0.64, 95%CI 0.58, 0.71). Higher disease activity, thrombocytosis, ever smoking, and daily steroid dose were the top factors associated with VTBD. CONCLUSIONS: Using information obtained in the clinical settings, the Extreme Gradient Boosting identified patients at higher risk of VTBD better than the conventional statistical method. Further longitudinal studies to evaluate the clinical utility of the proposed prediction model are needed.

Ischemic stroke as the first presentation of takayasu's arteritis in young male.

Takayasu's arteritis should be kept under the differential diagnosis of stroke in all young patients. Early, proper diagnosis and treatment are necessary to reduce any further progression, morbidity, and mortality rates of the disease.

Correction to: Behçet's disease in Egypt: a multicenter nationwide study on 1526 adult patients and review of the literature.

The author wishes to correct the record and clarify that in the original version of this article in the Discussion section under "Prevalence over the country governorates" inadvertently presented incorrect data cited in the reference [30].

Behçet's disease in Egypt: a multicenter nationwide study on 1526 adult patients and review of the literature.

OBJECTIVES: The present work was conducted to estimate the prevalence of adult Behçet's disease (BD) in adult Egyptian and to study the clinical pattern and influence of age at-onset and sex on disease phenotype. Also, we investigated the spectrum of presentation and frequencies along the north-to-south gradient of the country. PATIENTS AND METHOD: The population-based, multicenter, cross-sectional study included 1526 adult BD patients from 26 specialized Egyptian rheumatology centers. Demographic, clinical, and therapeutic data are assessed for all patients. RESULTS: The mean age of patients was 35.7 ± 9.84 years, disease duration 6.58 ± 5.25 years, and age at onset 29.37 ± 8.6 years; 91 were juvenile-onset (JoBD). There were 1102 males and 424 females (M:F 2.6:1). Regarding co-morbidities, 19.92% were diabetic, and 26.05% were hypertensive. The mean body mass index was 27.57 ± 5.24 (43.1% overweight; 25.9% obese). The mean BD current activity form was 4.48 ± 4.28. Regarding the medications use, systemic steroid and colchicine were the most common drugs used (947 (90.2%) and 611 (82.7%), respectively). The overall estimated prevalence of BD in Egypt was 3.6/100,000 population being highest in the two main cities: Alexandria (15.27) and Cairo (8.72). Pathergy test was positive in 43.4%. 90.2% were receiving systemic steroids and 8.3%, biologics. Disease characteristics were comparable between JoBD and adult-onset BD cases. Central nervous system (CNS), deep venous thrombosis (DVT), and gastrointestinal (GIT) involvement were significantly higher in males (p = 0.01, p = 0.001, and p = 0.001 respectively) while joint affection (p = 0.001) and disease activity (p = 0.011) were increased in females. CONCLUSIONS: This study provides current prevalence of BD in Egypt; 3.6/100,000 with no remarkable north-to-south gradient. The sex influences the disease phenotype with the CNS, DVT, and GIT involvement are higher in males, while the joint affection and disease activity were increased in females. KEY POINTS: • The prevalence and phenotype of Behçet's disease across Egypt is presented in a multicenter nationwide study. • The potential influence of the age at onset and sex on disease phenotype is highlightened. • A review of the literature worldwide is presented allowing comparisons with studies from other nations.

Spinal involvement with calcium pyrophosphate deposition disease in an academic rheumatology center: A series of 37 patients.

BACKGROUND: Calcium pyrophosphate dihydrate deposition disease (CPPD) has been reported to involve the spine, but few systematic studies have been published. OBJECTIVE: To further characterize the spinal involvement with CPPD by a review of CPPD patients hospitalized in a rheumatology department. METHODS: We retrospectively reviewed data for patients consecutively admitted with a diagnosis of CPPD in the rheumatology department of Lariboisière hospital in Paris, France over 5 years by using a standardized protocol and electronic case report forms. Imaging studies were also reviewed. RESULTS: Spinal CPPD was diagnosed in 37/152 (24.3%) CPPD patients. Patient with spinal involvement had more widespread peripheral CC. The cervical (n = 21) and lumbar (n = 19) segments were most involved. CT-scan was more sensitive than plain radiographs for detecting spinal calcifications. Crown dens syndrome was a prominent feature of cervical involvement. Inflammatory sterile spondylo-discitis was observed in 6 patients. Lesions were frequently multiple and were classified into 4 types. Ruling out septic discitis required image-guided biopsies in 3 patients. Sacroiliac involvement included calcification in 5 patients and severe sterile destructive arthropathy and joint fusion in one patient each. Degenerative changes were common, and CPPD could not be implicated because of the patients 'age and lack of a control population. In 12 patients, severe clinical features requiring hospitalization were related to such degenerative changes. CONCLUSION: Symptomatic involvement of the spine was observed in 24% of this series of hospitalized CPPD patients. Specific entities were the cause of hospitalisation in 25 of the 37 patients with spinal calcification and included inflammatory pain related to crystal deposits and destructive arthropathy of the spine and sacroiliac joints. Discitis exhibited a wide range of MRI features and biopsies were needed to rule out infection in 3 of the 6 discitis.

Subclinical enthesopathy in patients with psoriasis and its association with other disease parameters: a power Doppler ultrasonographic study.

OBJECTIVE: This study aimed to determine the prevalence of subclinical enthesopathy in patients with psoriasis using power Doppler ultrasonography (PDUS) and its association with other disease parameters. MATERIAL AND METHODS: A total of 50 patients with psoriasis (31 females) aged 19-70 years underwent a thorough clinical examination that included assessment of body mass index (BMI) and psoriasis area and severity index (PASI) score. Measurements of inflammatory markers, C-reactive protein (CRP), erythrocyte sedimentation rate (ESR), serum uric acid, and plain radiography of the heels, knees, and sacroiliac joints were performed for all patients. Patients without clinical evidence of arthritis or enthesitis underwent an ultrasonographic (US) examination. According to the US examination, patients were classified into group I (patients with enthesitis) and group II (patients without enthesitis). RESULTS: In group I, Achilles enthesis was the most common site of US enthesitis (33.3%), followed by distal patellar enthesis (22.2%), proximal patellar enthesis (16.7%), quadriceps enthesis (16.7%), and plantar aponeurosis enthesis (11.1%). There was a statistically significant positive correlation between the occurrence of enthesitis and the patient's age, disease duration, PASI score, BMI, and hyperuricemia (p<0.05 for each). In contrast, there was no significant correlation between enthesitis and sex or radiographic sacroiliitis (p>0.05 for each). CONCLUSION: In addition to the importance of PDUS as a complimentary tool for examining enthesis in patients with psoriasis, the presence of high PASI score, increased BMI and hyperuricemia, and a long disease duration can be considered as predictive parameters for the presence of psoriatic enthesitis.