Abstract Background and study aims Endoscopic ultrasound (EUS)-guided fine-needle aspiration (EUS-FNA) has limitations of inadequate sampling and false-negative results for malignancy. It has been performed using conventional smear (CS) cytology with rapid on-site evaluation (ROSE) with reasonable diagnostic accuracy. An alternative to ROSE is liquid-based cytology (LBC). Commonly used LBC techniques include precipitation-based (SurePath™) and filtration-based (ThinPrep®, CellPrep®). Data regarding the diagnostic efficacy of LBC compared with CS are limited. Methods Multiple databases were searched through March 2020 to identify studies reporting diagnostic yield of EUS-guided CS and LBC in pancreatic lesions. Pooled diagnostic odds and rates of performance for the cytologic diagnoses of benign, suspicious, and malignant lesions were calculated. Diagnostic efficacy was evaluated by pooled rates of accuracy, sensitivity, specificity, positive predictive value (PPV) and negative predictive value (NPV). Results Nine studies with a total of 1308 patients were included in our final analysis. Pooled diagnostic odds of CS cytology were 1.69 (CI 1.02–2.79) and 0.39 (CI 0.19–0.8) for malignant lesions when compared to filtration-based and precipitation-based LBC techniques, respectively. For CS, precipitation-based and filtration-based LBC, pooled diagnostic accuracy was 79.7 %, 85.2 %, 77.3 %, sensitivity was 79.2 %, 83.6 %, 68.3 %, and specificity was 99.4 %, 99.5 %, 99.5 %, respectively. Conclusions The precipitation-based LBC technique (SurePath™) had superior diagnostic odds for malignant pancreatic lesions compared with CS cytology in the absence of ROSE. It showed superior accuracy and sensitivity, but comparable specificity and PPV. Diagnostic odds of CS cytology in the absence of ROSE were superior to the filtration-based LBC technique (ThinPrep®, Cellprep®) for diagnosing malignant pancreatic lesions.
Accuracy of convolutional neural network-based artificial intelligence in diagnosis of gastrointestinal lesions based on endoscopic images: A systematic review and meta-analysis
Abstract Background and study aims Recently, a growing body of evidence has been amassed on evaluation of artificial intelligence (AI) known as deep learning in computer-aided diagnosis of gastrointestinal lesions by means of convolutional neural networks (CNN). We conducted this meta-analysis to study pooled rates of performance for CNN-based AI in diagnosis of gastrointestinal neoplasia from endoscopic images. Methods Multiple databases were searched (from inception to November 2019) and studies that reported on the performance of AI by means of CNN in the diagnosis of gastrointestinal tumors were selected. A random effects model was used and pooled accuracy, sensitivity, specificity, positive predictive value (PPV) and negative predictive value (NPV) were calculated. Pooled rates were categorized based on the gastrointestinal location of lesion (esophagus, stomach and colorectum). Results Nineteen studies were included in our final analysis. The pooled accuracy of CNN in esophageal neoplasia was 87.2 % (76–93.6) and NPV was 92.1 % (85.9–95.7); the accuracy in lesions of stomach was 85.8 % (79.8–90.3) and NPV was 92.1 % (85.9–95.7); and in colorectal neoplasia the accuracy was 89.9 % (82–94.7) and NPV was 94.3 % (86.4–97.7). Conclusions Based on our meta-analysis, CNN-based AI achieved high accuracy in diagnosis of lesions in esophagus, stomach, and colorectum.
Efficacy and safety of endoscopic ultrasound-guided pancreatic duct drainage (EUS-PDD): A systematic review and meta-analysis of 714 patients
Abstract Background and study aims Endoscopic ultrasound guided pancreatic duct drainage (EUS-PDD) is a minimal-invasive therapeutic option to surgery and in patients with failed endoscopic retrograde pancreatography (ERP). The aim of this review was to quantitatively appraise the clinical outcomes of EUS-PDD by meta-analysis methods. Methods We searched multiple databases from inception through March 2020 to identify studies that reported on EUS-PDD. Pooled rates of technical success, successful drainage of pancreatic duct, clinical success, and adverse events were calculated. Study heterogeneity was assessed using I2% and 95 % prediction interval. Results A total of 22 studies (714 patients) were included. The pooled rate of technical success in EUS-PDD was 84.8 % (95 % CI 79.1–89.2). The pooled rate of successful PD drained by EUS-PDD was 77.5 % (95 % CI 63.1–87.4). The pooled rate of clinical success of EUS-PDD was 89.2 % (95 % CI 82.1–93.7). The pooled rate of all adverse events was 18.1 % (95 % CI 14.2–22.9). On sub-group analysis, the pooled technical success and clinical success of EUS-PDD from Japanese data were considerably superior (91.2 %, 83–95.6 & 92.5 %, 83.9–96.7, respectively). The pooled rate of post EUS-PDD acute pancreatitis was 6.6 % (95 % CI 4.5–9.4), bleeding was 4.1 % (95 % CI 2.7–6.2), perforation and/or pneumoperitoneum was 3.1 % (95 % CI 1.9–5), pancreatic leak and/or pancreatic fluid collection was 2.3 % (95 % CI 1.4–4), and infection was 2.8 % (95 % CI 1.7–4.6). Conclusion EUS-PDD demonstrates high technical success and clinical success rates with acceptable adverse events. Technical success was especially high for anastomotic strictures.
Multimedia based education on bowel preparation improves adenoma detection rate: Systematic review & meta‐analysis of randomized controlled trials
Background and AimsColorectal cancer (CRC) is the third most common cause of cancer worldwide. Studies have shown a strong association between screening colonoscopy and a reduced risk of death from colorectal cancers. The incidence of poor bowel preparation has been reported in up to 25% cases. We conducted a systematic review and comprehensive meta‐analysis to evaluate the effect of patient education using multimedia platforms on adenoma detection rate and adequacy of bowel preparation.MethodsMultiple databases were searched through May 2020 for studies that reported the efficacy of multimedia education (smartphone app and online audio‐visual aids) in improving quality of bowel preparation and its effect on adenoma detection rate (ADR). Meta‐analysis was performed to determine whether multimedia based patient education (MM) helps improve ADR and bowel preparation quality as compared to controls (CT).ResultsWe included 13 randomized controlled trials with a total of 3754 patients. Eight studies reported outcomes on ADR and 12 reported on adequacy of bowel preparation. Overall ADR was higher in patients receiving multimedia based education as compared to CT (risk ratio (RR) 1.25, confidence interval (CI) 1.01–1.56, P = 0.04). A higher proportion of patients receiving multimedia based education achieved adequate bowel preparation (RR 1.2, CI 1.1–1.3, P = 0.001). In patients with mean age over 50 years, ADR was better in MM cohort as compared to controls (RR 1.3, CI 1.1–1.6, P = 0.001).ConclusionPre‐colonoscopy patient education using multimedia based platforms seems to improve ADR and the adequacy of bowel preparation.
Self-expanding metal stents versus TIPS in treatment of refractory bleeding esophageal varices: a systematic review and meta-analysis
Abstract Background and study aims Refractory and recurrent esophageal variceal (EV) bleeding can be life threatening. Self-expanding metal stents (SEMS) have been used as a “bridge” therapy. However, their role in the treatment protocol is not established due to paucity in data. Methods We searched multiple databases from inception through May 2019 to identify studies that reported on SEMS and TIPS in refractory EV hemorrhage. Our primary goals were to analyze and compare the pooled all-cause mortality, immediate bleeding control and rebleeding rates. Results Five hundred forty-seven patients from 21 studies were analyzed (SEMS: 12 studies, 176 patients; TIPS: 9 studies, 398 patients). The pooled rate of all-cause mortality with SEMS was 43.6 % (95 % CI 28.6–59.8, I2 = 38) and with TIPS was 27.9 % (95 % CI 16.3–43.6, I2 = 91). The pooled rate of immediate bleeding control with SEMS was 84.5 % (95 % CI 74–91.2, I2 = 40) and with TIPS was 97.9 % (95 % CI 87.7–99.7, I2 = 0). The pooled rate of rebleeding with SEMS was 19.4 % (95 % CI 11.9–30.4, I2 = 32) and with TIPS was 8.8 % (95 % CI 4.8–15.7, I2 = 40). Conclusion Use of SEMS in refractory EV hemorrhage demonstrates acceptable immediate bleeding control with good technical success rate. Mortality and rebleeding rates were lesser with TIPS, however, its superiority and/ or inferiority cannot be validated due to limitations in the comparison methodology.
Efficacy and safety of endoscopic ultrasound-guided therapy versus direct endoscopic glue injection therapy for gastric varices: systematic review and meta-analysis
Abstract Background Gastric variceal bleeding carries significant mortality in the setting of portal hypertension. Among the endoscopic treatment options, endoscopic ultrasound (EUS)-guided glue and/or coil injection is a novel approach, but its role in the treatment of gastric varices is not established due to a lack of robust data. Methods We conducted a comprehensive search of several databases (inception to June 2019) to identify studies evaluating EUS in the treatment of gastric varices. Our primary goals were to estimate the pooled rates of treatment efficacy, obliteration and recurrence of gastric varices, early and late rebleeding, and adverse events with EUS-guided therapy in gastric varices. We also searched for studies that evaluated direct endoscopic glue (END-glue) injection for treatment of gastric varices, and used the pooled rates as comparators. Results 23 studies (851 patients) evaluating EUS-guided therapy were included. The pooled treatment efficacy was 93.7 % (95 % confidence interval [CI] 89.5 – 96.3, I 2 = 53.7), gastric varices obliteration was 84.4 % (95 %CI 74.8 – 90.9, I 2 = 77), gastric varices recurrence was 9.1 % (95 %CI 5.2 – 15.7, I 2 = 32), early rebleeding was 7.0 % (95 %CI 4.6 – 10.7, I 2 = 0), and late rebleeding was 11.6 % (95 %CI 8.8 – 15.1, I 2 = 22). The rates were comparable to END-glue therapy (28 studies, 3467 patients) except for obliteration, which was significantly better with EUS-guided therapy. On subgroup analysis, EUS-coil/glue combination showed superior outcomes. Conclusions EUS-guided therapy demonstrated clinical efficacy for treatment of gastric varices in terms of obliteration, recurrence, and long-term rebleeding, and may be superior to END-glue.
903 Clinical Efficacy of Gastric Per-Oral Endoscopic Myotomy in the Treatment of Refractory Gastroparesis and Predictors of Successful Outcomes: A Systematic Review and Meta-Analysis
INTRODUCTION: Options to treat medically refractory gastroparesis are limited. Gastric peroral endoscopic myotomy (G-POEM) is a novel minimally invasive technique in endosurgery that has shown promising results. Data is limited as to its efficacy, safety, predictive factors and its comparability to surgical pyloroplasty. The aim of our study was to synthesize and analyze the clinical outcomes of GPOEM by meta-analysis methods. METHODS: We searched multiple databases from inception through March 2019 to identify studies that reported on G-POEM and surgical pyloroplasty in gastroparesis. Our primary outcome was to analyze the pooled rates of gastroparesis cardinal symptom index (GCSI) score and 4-hr gastric emptying study (GES) results, with G-POEM. Similar outcomes with surgical pyloroplasty was used as a comparator group. RESULTS: 332 and 375 patients underwent G-POEM (11studies) and pyloroplasty (7studies), respectively. The pooled rate of clinical success, based on the GCSI score, with G-POEM was 75.8% (95% CI 68.1-82.1, I 2 = 50) and with pyloroplasty was 77.3% (95% CI 66.4-85.4, I 2 = 0), with no significance, P = 0.81. The pooled rate of clinical success, based on the 4-hour GES results, with GPOEM was 85.1% (95% CI 68.9-93.7, I 2 = 74) and with pyloroplasty was 84% (95% CI 64.4-93.8, I 2 = 81), with no significance, P = 0.91. The pooled rate of mean pre-G-POEM GCSI score was 3.4 (95% CI 3.1-3.7, I 2 = 89) and post-G-POEM GCSI score was 1.8 (95% CI 1.4-2.1, I 2 = 89), with statistical significance ( P = 0.001). The pooled pre-G-POEM 4-hr GES was 49.9% (95% CI 41.6-58.3, I 2 = 94) and post-G-POEM 4-hr GES was 20.6% (95% CI 12.3-28.8, I 2 = 77), with statistical significance ( P = 0.001). The pre and post pyloroplasty 4-hr GES results were 36% (95% CI 32.7-39.3, I 2 = 88) and 3.9% (95% CI 2.3-5.5, I 2 = 43), respectively ( P = 0.001). The pre and post pyloroplasty GCSI score was not analyzed due to paucity in data. The overall adverse events were comparable (11%, 5.9-19.8, I 2 = 66 vs 11.4%, 5-24, I 2 = 69, P = 0.95). Based on meta-regression analysis, idiopathic-gastroparesis, prior treatment with botulinum toxin and gastric-stimulator seemed to predict clinical success with G-POEM. CONCLUSION: G-POEM demonstrates clinical success in treating refractory gastroparesis with comparable outcomes to pyloroplasty. Idiopathic gastroparesis, prior treatment with botulinum injection and gastric stimulator appear to have positive predictive effects on the 4-hr GES results after G-POEM.