RESUMEN
BACKGROUND: Capsule endoscopy reading is time consuming, and readers are required to maintain attention so as not to miss significant findings. Deep convolutional neural networks can recognise relevant findings, possibly exceeding human performances and reducing the reading time of capsule endoscopy. Our primary aim was to assess the non-inferiority of artificial intelligence (AI)-assisted reading versus standard reading for potentially small bowel bleeding lesions (high P2, moderate P1; Saurin classification) at per-patient analysis. The mean reading time in both reading modalities was evaluated among the secondary endpoints. METHODS: Patients aged 18 years or older with suspected small bowel bleeding (with anaemia with or without melena or haematochezia, and negative bidirectional endoscopy) were prospectively enrolled at 14 European centres. Patients underwent small bowel capsule endoscopy with the Navicam SB system (Ankon, China), which is provided with a deep neural network-based AI system (ProScan) for automatic detection of lesions. Initial reading was performed in standard reading mode. Second blinded reading was performed with AI assistance (the AI operated a first-automated reading, and only AI-selected images were assessed by human readers). The primary endpoint was to assess the non-inferiority of AI-assisted reading versus standard reading in the detection (diagnostic yield) of potentially small bowel bleeding P1 and P2 lesions in a per-patient analysis. This study is registered with ClinicalTrials.gov, NCT04821349. FINDINGS: From Feb 17, 2021 to Dec 29, 2021, 137 patients were prospectively enrolled. 133 patients were included in the final analysis (73 [55%] female, mean age 66·5 years [SD 14·4]; 112 [84%] completed capsule endoscopy). At per-patient analysis, the diagnostic yield of P1 and P2 lesions in AI-assisted reading (98 [73·7%] of 133 lesions) was non-inferior (p<0·0001) and superior (p=0·0213) to standard reading (82 [62·4%] of 133; 95% CI 3·6-19·0). Mean small bowel reading time was 33·7 min (SD 22·9) in standard reading and 3·8 min (3·3) in AI-assisted reading (p<0·0001). INTERPRETATION: AI-assisted reading might provide more accurate and faster detection of clinically relevant small bowel bleeding lesions than standard reading. FUNDING: ANKON Technologies, China and AnX Robotica, USA provided the NaviCam SB system.
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Inteligencia Artificial , Endoscopía Capsular , Hemorragia Gastrointestinal , Intestino Delgado , Humanos , Endoscopía Capsular/métodos , Hemorragia Gastrointestinal/diagnóstico , Estudios Prospectivos , Femenino , Masculino , Persona de Mediana Edad , Intestino Delgado/diagnóstico por imagen , Intestino Delgado/patología , Anciano , Adulto , Anciano de 80 o más Años , Redes Neurales de la ComputaciónRESUMEN
BACKGROUND: Heartburn is identically the key symptom of both, gastroesophageal reflux disease (GERD) and functional heartburn (FHB), making the differential diagnosis resource-intensive. Oral manifestations of GERD can be easily examined; therefore, their exploration might be a cheap, widely available, and useful tool in the differentiation of GERD and FHB. AIM: To evaluate the prevalence of dental erosions (DE) and periodontal diseases (PD) in patients with heartburn and their association with GERD and FHB. METHODS: A total of 116 [M/F: 51/65, mean age: 54 (17-80) years] consecutive patients with heartburn were enrolled for detailed esophageal function and orodental examinations. RESULTS: Dental disorders were detected in 89% (103/116). Patients with PD + DE had significantly more often pathologic reflux (90.0% vs 27.8%; P < 0.05), higher esophagitis scores (1.8 vs 0.9; P < 0.05), and a significantly different mean impedance curve (P = 0.04) than those without any dental diseases. The opposite approach established that patients with GERD had significantly higher prevalence of DE and PD, especially if both were present (28.9% vs 2.0%; P < 0.01), more severe PD (1.5 vs 1.0; P < 0.01), and longer history of heartburn (15 years vs 9 years; P < 0.01) than those with FHB. CONCLUSION: The dental evaluation of patients with heartburn seems to be useful in the differential diagnosis of GERD and FHB. Among the studied parameters, the co-appearance of DE and PD seems to be the best predictor of GERD, whereas the absence of dental disorders was mostly observed in FHB.
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Esofagitis , Reflujo Gastroesofágico , Humanos , Persona de Mediana Edad , Pirosis/diagnóstico , Pirosis/epidemiología , Reflujo Gastroesofágico/diagnóstico , Reflujo Gastroesofágico/epidemiología , Diagnóstico Diferencial , Impedancia EléctricaRESUMEN
BACKGROUND: While capsule endoscopy (CE) is the gold standard diagnostic method of detecting small bowel (SB) diseases and disorders, a novel magnetically controlled capsule endoscopy (MCCE) system provides non-invasive evaluation of the gastric mucosal surface, which can be performed without sedation or discomfort. During standard SBCE, passive movement of the CE may cause areas of the complex anatomy of the gastric mucosa to remain unexplored, whereas the precision of MCCE capsule movements inside the stomach promises better visualization of the entire mucosa. AIM: To evaluate the Ankon MCCE system's feasibility, safety, and diagnostic yield in patients with gastric or SB disorders. METHODS: Of outpatients who were referred for SBCE, 284 (male/female: 149/135) were prospectively enrolled and evaluated by MCCE. The stomach was examined in the supine, left, and right lateral decubitus positions without sedation. Next, all patients underwent a complete SBCE study protocol. The gastric mucosa was explored with the Ankon MCCE system with active magnetic control of the capsule endoscope in the stomach, applying three standardized pre-programmed computerized algorithms in combination with manual control of the magnetic movements. RESULTS: The urea breath test revealed Helicobacter pylori positivity in 32.7% of patients. The mean gastric and SB transit times with MCCE were 0 h 47 min 40 s and 3 h 46 min 22 s, respectively. The average total time of upper gastrointestinal MCCE examination was 5 h 48 min 35 s. Active magnetic movement of the Ankon capsule through the pylorus was successful in 41.9% of patients. Overall diagnostic yield for detecting abnormalities in the stomach and SB was 81.9% (68.6% minor; 13.3% major pathologies); 25.8% of abnormalities were in the SB; 74.2% were in the stomach. The diagnostic yield for stomach/SB was 55.9%/12.7% for minor and 4.9%/8.4% for major pathologies. CONCLUSION: MCCE is a feasible, safe diagnostic method for evaluating gastric mucosal lesions and is a promising non-invasive screening tool to decrease morbidity and mortality in upper gastro-intestinal diseases.
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Endoscopía Capsular , Enfermedades Intestinales , Endoscopios en Cápsulas , Endoscopía Capsular/efectos adversos , Endoscopía Capsular/métodos , Estudios de Factibilidad , Femenino , Mucosa Gástrica , Humanos , Masculino , Estudios ProspectivosRESUMEN
BACKGROUND/AIM: Population-based studies on the prevalence of GERD-related symptoms are still missing in Eastern Europe, therefore, we aimed to obtain such data in South-East Hungarian subjects. METHODS: A total of 2,002 apparently healthy blood donor volunteers were consecutively enrolled and completed detailed questionnaires related to general factors, demographic data, socioeconomical factors, and the presence and frequency of typical and atypical GERD-related symptoms. RESULTS: Among 2,002 study participants, 56.5% were completely asymptomatic. The prevalence of typical GERD symptoms appearing at least monthly or weekly was 16.5% and 6.8%, respectively. Two-thirds (209/330) of the patients experienced at least monthly occurring typical GERD symptoms and also had associated atypical symptoms and this was even more pronounced when comparing subgroups with higher symptom frequencies. Significant correlations were found between monthly GERD-related complaints and height, body mass index (BMI), coffee consumption, and smoking. Positive family history was another significant factor in all the symptom-frequency categories. GERD-related symptom frequency showed a linear association with sex (R2 = 0.75, P = 0.0049). Typical and atypical GERD symptoms were significantly more common in those with chronic diseases than those without. Heartburn was observed in 12.5% and 4.4% (P<0.05) and acid regurgitation was seen in 6.9% and 1.8% (P<0.05), respectively. CONCLUSION: The prevalence of GERD-related symptoms in South Hungary was significantly lower than that in Western countries and was closer to Eastern values. The presence of mild, non-exclusionary chronic diseases significantly increased the prevalence of GERD-related symptoms, as well as positive family history of GERD, height, BMI, coffee consumption, and smoking.
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Reflujo Gastroesofágico , Donantes de Sangre , Café , Reflujo Gastroesofágico/complicaciones , Humanos , Hungría/epidemiología , Prevalencia , Factores de Riesgo , Encuestas y Cuestionarios , VoluntariosRESUMEN
BACKGROUND: Epidemiologic studies have revealed a decrease in the prevalence of Helicobacter pylori (H. pylori) infection in Western Europe. AIM: To obtain data regarding the prevalence of H. pylori in Csongrád and Békés Counties in Hungary, evaluate the differences in its prevalence between urban and rural areas, and establish factors associated with positive seroprevalence. METHODS: One-thousand and one healthy blood donors [male/female: 501/500, mean age: 40 (19-65) years] were enrolled in this study. Subjects were tested for H. pylori IgG antibody positivity via enzyme-linked immunosorbent assay. Subgroup analysis by age, gender, smoking habits, alcohol consumption, and urban vs non-urban residence was also performed. RESULTS: The overall seropositivity of H. pylori was 32%. It was higher in males (34.93% vs 29.2%, P = 0.0521) and in rural areas (36.2% vs 27.94%, P = 0.0051). Agricultural/industrial workers were more likely to be positive for infection than office workers (38.35% vs 30.11%, P = 0.0095) and rural subjects in Békés County than those in Csongrád County (43.36% vs 33.33%, P = 0.0015). CONCLUSION: Although the prevalence of H. pylori infection decreased in recent decades in Southeast Hungary, it remains high in middle-aged rural populations. Generally accepted risk factors for H. pylori positivity appeared to be valid for the studied population.