Assessing ChatGPT4 with and without retrieval-augmented generation in anticoagulation management for gastrointestinal procedures.

Background: In view of the growing complexity of managing anticoagulation for patients undergoing gastrointestinal (GI) procedures, this study evaluated ChatGPT-4's ability to provide accurate medical guidance, comparing it with its prior artificial intelligence (AI) models (ChatGPT-3.5) and the retrieval-augmented generation (RAG)-supported model (ChatGPT4-RAG). Methods: Thirty-six anticoagulation-related questions, based on professional guidelines, were answered by ChatGPT-4. Nine gastroenterologists assessed these responses for accuracy and relevance. ChatGPT-4's performance was also compared to that of ChatGPT-3.5 and ChatGPT4-RAG. Additionally, a survey was conducted to understand gastroenterologists' perceptions of ChatGPT-4. Results: ChatGPT-4's responses showed significantly better accuracy and coherence compared to ChatGPT-3.5, with 30.5% of responses fully accurate and 47.2% generally accurate. ChatGPT4-RAG demonstrated a higher ability to integrate current information, achieving 75% full accuracy. Notably, for diagnostic and therapeutic esophagogastroduodenoscopy, 51.8% of responses were fully accurate; for endoscopic retrograde cholangiopancreatography with and without stent placement, 42.8% were fully accurate; and for diagnostic and therapeutic colonoscopy, 50% were fully accurate. Conclusions: ChatGPT4-RAG significantly advances anticoagulation management in endoscopic procedures, offering reliable and precise medical guidance. However, medicolegal considerations mean that a 75% full accuracy rate remains inadequate for independent clinical decision-making. AI may be more appropriately utilized to support and confirm clinicians' decisions, rather than replace them. Further evaluation is essential to maintain patient confidentiality and the integrity of the physician-patient relationship.

Current Pharmacologic Options and Emerging Therapeutic Approaches for the Management of Ulcerative Colitis: A Narrative Review.

Introduction: Ulcerative colitis (UC) is a chronic inflammatory bowel disorder (IBD) with periods of relapse and remission. Current advancements in clinical research have led to the development of more refined and effective medical therapy for UC. Summary of the Evidence: Traditional therapeutic agents such as 5-aminosalicylates (5-ASAs), sulfasalazine (SASP), corticosteroids, and immunomodulatory drugs have remained the gold standard for decades. However, their novel formulations and dosage regimens have changed their sequences in the medical management of UC. Several other novel drugs are in the final phases of clinical development or have recently received regulatory approval designed to target specific mechanisms involved in the inflammatory cascade for UC. Conclusions: This narrative review sought to provide a comprehensive knowledge of the potential benefits of standard and emerging therapies, including novel formulations, new chemical entities, and novel therapeutic approaches in managing UC. Keywords: Ulcerative colitis, 5- Aminosalicylic acid, sulfasalazine, corticosteroids, biologics, immunomodulators, novel formulations.

Efficacy, safety, and tolerability of lifitegrast 5% eye drops: A randomized, double-blind, active-controlled trial in Indian patients with dry eye disease.

PURPOSE: To compare the efficacy, safety, and tolerability of lifitegrast 5% versus carboxymethylcellulose (CMC) 0.5% in adult patients with dry eye disease (DED). METHODS: A total of 370 eligible patients with DED were randomized equally to receive twice-daily doses of a single drop in each eye of either lifitegrast 5% or CMC 0.5% for 12 weeks. Follow-up at weeks 2, 6, and 12 evaluated changes from baseline in primary [eye dryness score (EDS), ocular discomfort score (ODS), ocular surface disease index (OSDI), and tear film break-up time (TFBUT)] and secondary [Schirmer tear test (STT) score and corneal fluorescein staining (CFS) score] endpoints. Global improvement, safety, and tolerability were also assessed. RESULTS: At week 2, values of ocular discomfort score, OSDI, and conjunctival redness were significantly more favorable in patients treated with lifitegrast compared to CMC. At week 6, values of all study variables were better in patients treated with lifitegrast compared to CMC; differences between the groups were statistically significant for all except photophobia. This trend was also maintained at week 12. Global improvement and tolerability were found to be better with lifitegrast than with CMC. No serious safety concerns were reported in any treatment group. CONCLUSION: To our knowledge, this is the first active-controlled trial informing on the efficacy, safety, and tolerability of lifitegrast 5%. Significantly more favorable values for EDS (except photophobia), ODS, OSDI, TFBUT, STT score, CFS score, and conjunctival redness score were achieved at week 12 with lifitegrast 5% compared to CMC 0.5%.

Efficacy and Safety of Gastric Peroral Endoscopic Myotomy Across Different Etiologies of Gastroparesis: A Systematic Review and Meta-Analysis.

BACKGROUND AND AIMS: Gastric Peroral Endoscopic Myotomy (G-POEM) is an emerging treatment for refractory gastroparesis. While its efficacy and safety have been analyzed in previous systematic reviews and meta-analyses, no studies have compared its effectiveness based on etiology. Our study aims to evaluate the efficacy and safety of G-POEM by etiologies of gastroparesis. METHODS: We conducted a comprehensive search in major databases until October 2023, focusing on the efficacy and safety of G-POEM by etiology. Our primary outcome was clinical success based on etiology, with additional subgroup analysis on pre-and post-GCSI scores based on etiology using standard meta-analysis methods and the random-effects model. Heterogeneity was assessed using I2% statistics. RESULTS: In our analysis of 15 studies (7 retrospective, 8 prospective) involving 982 patients (mean age 50.81 years, mean follow-up 21 months), post-surgical conditions were the most common etiology in G-POEM (290 cases), followed by idiopathic factors (287 cases) and diabetes (286 cases). Subgroup analysis revealed pooled clinical success rates of 65% (CI: 51-77; I2 = 46%) for diabetes, 70% (CI: 46-86; I2 = 73%) for post-surgical, and 60% (CI: 41-77; I2 = 68%) for idiopathic etiologies. Our research also indicated that G-POEM significantly improved GCSI scores: 1.7 (95% CI: -0.01 to 3.5, p = 0.052) for diabetes, 1.34 (95% CI: -0.07 to 2.62, p = 0.038) for post-surgical, and 1.5 (95% CI: 0.36 to 2.75, p = 0.01) for idiopathic patients. CONCLUSION: Based on this meta-analysis, G-POEM is effective and safe for treating refractory gastroparesis irrespective of the etiology, with significant improvements in clinical success rates and GCSI scores.

Cold snare polypectomy versus cold endoscopic mucosal resection for small colorectal polyps: a meta-analysis of randomized controlled trials.

Background/Aims: Cold snare polypectomy (CSP) is routinely performed for small colorectal polyps (≤10 mm). However, challenges include insufficient resection depth and immediate bleeding, hindering precise pathological evaluation. We aimed to compare the outcomes of cold endoscopic mucosal resection (CEMR) with that of CSP for colorectal polyps ≤10 mm, using data from randomized controlled trials (RCTs). Methods: Multiple databases were searched in December 2023 for RCTs reporting outcomes of CSP versus CEMR for colorectal polyps ≤10 mm in size. Our primary outcomes were rates of complete and en-bloc resections, while our secondary outcomes were total resection time (seconds) and adverse events, including immediate bleeding, delayed bleeding, and perforation. Results: The complete resection rates did not significantly differ (CSP, 91.8% vs. CEMR 94.6%), nor did the rates of en-bloc resection (CSP, 98.9% vs. CEMR, 98.3%) or incomplete resection (CSP, 6.7% vs. CEMR, 4.8%). Adverse event rates were similarly insignificant in variance. However, CEMR had a notably longer mean resection time (133.51 vs. 91.30 seconds). Conclusions: Our meta-analysis of seven RCTs showed that while both CSP and CEMR are equally safe and effective for resecting small (≤10 mm) colorectal polyps, the latter is associated with a longer resection time.

Capability of space borne multispectral image for detecting discoloration in optically complex coastal waters.

Coastal pollutants, from harmful algal blooms, sewage and industrial discharges, pose severe risks to marine ecosystems and public health. Recently, Promenade Beach in Puducherry, Southeast-India, experienced reddish-brown water discoloration, suspected to result from either algal blooms or suspended matter. This study monitored the spatial extent and characteristics of the discoloration using Sentinel-2 satellite images from September to November 2023, with field observations and laboratory analyses. Analyses included measurements of chlorophyll-a (Chl-a), Total Suspended Matter (TSM), and the Normalized Difference Chlorophyll Index (NDCI) to differentiate between algal blooms and other pollutants. The satellite data indicated extents of discoloration, with high TSM concentrations (>45 g/m3) and negative NDCI values suggesting absence of algal blooms. No mortality of aquatic organisms was observed during this discoloration, indicating no deleterious impact on aquatic life. This approach highlights the importance of combining satellite technology with field data for effective coastal pollution monitoring, essential for protecting marine ecosystems.

Endoscopic ultrasound-guided antegrade treatment versus balloon enteroscopy endoscopic retrograde cholangiopancreatography for choledocholithiasis in patients with Roux-en-Y gastric bypass: a systematic review and meta-analysis.

Background: The safety and technical success of endoscopic ultrasound-guided antegrade treatment (EUS-AG) compared to balloon enteroscopy-assisted endoscopic cholangiopancreatography (BE-ERCP) for choledocholithiasis in Roux-en-Y gastrectomy has not been well documented. We performed a systematic review and meta-analysis to assess the safety and efficacy of the 2 procedures. Methods: A systematic search of multiple databases was undertaken through January 25, 2024, to identify relevant studies comparing the 2 procedures. Standard meta-analysis methods were employed using a random-effects model. For each outcome, risk-ratio (RR), 95% confidence interval (CI), and P-values were generated. P<0.05 was considered significant. Heterogeneity was assessed using the I 2 statistic. Results: Three studies with 795 patients (95 in the EUS-AG group and 700 in the BE-ERCP group) were included. The technical success rate was similar between EUS-AG and BE-ERCP (RR 1.08, 95%CI 0.84-1.38; P=0.57; I 2=56%). The overall rate of adverse effects was higher in the BE-ERCP group than in the EUS-AG group (RR 1.95, 95%CI 1.21-3.15; P=0.006; I 2=0 %). Rates of clinical success, pancreatitis, perforation, and bile peritonitis were similar between the 2 procedure techniques. Conclusions: Our analysis showed no distinct advantage in using one technique over the other for patients with Roux-en-Y anatomy in achieving technical and clinical success. However, the incidence of adverse effects was greater in the BE-ERCP group than in the EUS-AG group.

Endoscopic Balloon Dilatation of Ileal Pouch-Anal Anastomosis Strictures in Inflammatory Bowel Disease: A Systematic Review and Meta-Analysis.

BACKGROUND: Restorative proctocolectomy with ileal pouch-anal anastomosis (IPAA) is the treatment of choice for medically refractory inflammatory bowel disease (IBD). In this systematic review and meta-analysis, we assess outcomes and safety of endoscopic balloon dilatation (EBD) for IPAA strictures. METHODS: A systematic search of numerous databases was performed through June 2023 to identify studies reporting on the outcomes of EBD in pouch-related strictures. Outcomes included technical success, clinical success at index dilation and in pouch retention, recurrence of symptoms post-EBD, and adverse events of EBD. Meta-analysis was performed using a random-effects model, and results were expressed in terms of pooled rates along with relevant 95% confidence intervals (CIs). Heterogeneity was assessed using Cochran Q statistical test with I2 statistics. RESULTS: Seven studies with 504 patients were included. The pooled rate of technical success and clinical success of index dilatation was 98.9% (95% CI, 94.8-99.8%; I20%) and 30.2% (95% CI, 7.1-71%; I20%), respectively. The pooled rate of clinical success in pouch retention without the need for additional surgery was 81.4% (95% CI, 69.6-89.3%; I272%). The pooled failure rate of EBD was 18.6% (95% CI, 10.7-30.4%, I272%). The pooled rate of recurrence of symptoms after index dilatation was 58.9% (95% CI, 33.3-80.5%; I213%). The pooled rate of serious adverse events was 1.8% (95% CI, 1-3.5%, I20%). No deaths related to EBD were reported. CONCLUSIONS: Endoscopic balloon dilatation is safe and highly effective for management of IPAA strictures. Additional studies are needed to compare its efficacy with surgical interventions.

In this meta-analysis of 7 studies consisting of 504 inflammatory bowel disease patients with ileal pouch-anal anastomosis strictures, endoscopic balloon dilation was highly safe and effective with excellent clinical and technical success rates.

Risk of De Novo Barrett's Esophagus Post Sleeve Gastrectomy: A Systematic Review and Meta-Analysis of Studies with Long-Term Follow-Up.

BACKGROUND & AIMS: Sleeve gastrectomy (SG) is one of the most commonly performed bariatric procedures worldwide. Gastroesophageal reflux disease (GERD) is a major concern in patients undergoing SG and is a risk factor for Barrett's esophagus (BE). We conducted a systematic review and meta-analysis to assess the incidence of and analyze predictive factors for post-SG BE. METHODS: A comprehensive literature search was conducted in April 2024, for studies reporting on incidence of BE, erosive esophagitis (EE), and hiatal hernia (HH) post-SG. Primary outcomes were post-SG pooled rates of de novo BE, EE, GERD symptoms, proton pump inhibitor use, and HH. Meta-regression analysis was performed to assess if patient and post-SG factors influenced the rates of post-SG BE. RESULTS: Nineteen studies with 2046 patients (79% females) were included. Mean age was 42.2 years (standard deviation, 11.1) and follow-up ranged from 2 to 11.4 years. The pooled rate of de novo BE post-SG was 5.6% (confidence interval, 3.5-8.8). Significantly higher pooled rates of EE (risk ratio [RR], 3.37], HH (RR, 2.09), GER/GERD symptoms (RR, 3.32), and proton pump inhibitor use (RR, 3.65) were found among patients post-SG. GER/GERD symptoms post-SG positively influenced the pooled BE rates, whereas age, sex, body mass index, post-SG EE, and HH did not. CONCLUSIONS: Our analysis shows that SG results in a significantly increased risk of de novo BE and higher rates of EE, proton pump inhibitor use, and HH. Our findings suggest that clinicians should routinely screen patients with SG for BE and future surveillance intervals should be followed as per societal guidelines.

Prophylactic pancreatic duct stenting to reduce the risk of post-ampullectomy pancreatitis: a comprehensive review and meta-analysis of 1858 patients.

BACKGROUND: The effectiveness of prophylactic pancreatic duct stenting (PPDS) in preventing post-ampullectomy pancreatitis (PAP) at the time of endoscopic ampullectomy (EA) has been reported, however, results are conflicting. We conducted a systematic review and meta-analysis looking at the use of PPDS in reducing PAP as well as overall post-ampullectomy complications. METHODS: Multiple databases were searched through May 2023 for studies reporting on EA. Meta-analysis was performed to determine pooled proportions and relative risk (RR) with 95% confidence intervals (CI) of PAP, with and without PPDS. Pooled rates of adverse events including perforation, delayed bleeding, cholangitis, and procedure related mortality were assessed. Random effects model was used for our meta-analysis and heterogeneity was assessed using the I2 statistics. RESULTS: Thirty-four studies (14 case series, 18 cohort studies and 2 randomized controlled trials) with 1868 patients were included. The overall pooled rate of PAP was 12.3% (CI 10.3-14.5). We found no statistically significant difference in rates of PAP among patients with PPDS, 11.9% (CI 8.9-15.7) and without PPDS, 16.6% (CI 13.4-20.4), RR 0.8 (CI 0.51-1.28), p = 0.4. In terms of severe PAP, we found no difference between the two groups. The overall pooled rates of successful en-bloc and piecemeal resection were 74.8% (CI 67.3-81.1) and 25.1% (CI 19-32.4). Additionally, pooled rates of ampullary stenosis, post procedural bleeding, perforation, cholangitis, and procedure related mortality were 3.6%, 11.1%, 4.2%, 3.5%, and 1.3%, respectively. CONCLUSIONS: Our analysis shows that PPDS at the time of EA does not offer a significant protective effect against PAP. While the incidence of PAP was higher among the no PPDS group, it is plausible that this is more likely due to variation among studies in terms of lesion size, length/size of pancreatic stent used and etiology of ampullary lesions. Future well-designed randomized controlled trials are needed to validate our findings.

Association between acute peripancreatic fluid collections and early readmission in acute pancreatitis: A propensity-matched analysis.

BACKGROUND: Patients with acute pancreatitis (AP) frequently experience hospital readmissions, posing a significant burden to healthcare systems. Acute peripancreatic fluid collection (APFC) may negatively impact the clinical course of AP. It could worsen symptoms and potentially lead to additional complications. However, clinical evidence regarding the specific association between APFC and early readmission in AP remains scarce. Understanding the link between APFC and readmission may help improve clinical care for AP patients and reduce healthcare costs. AIM: To evaluate the association between APFC and 30-day readmission in patients with AP. METHODS: This retrospective cohort study is based on the Nationwide Readmission Database for 2016-2019. Patients with a primary diagnosis of AP were identified. Participants were categorized into those with and without APFC. A 1:1 propensity score matching for age, gender, and Elixhauser comorbidities was performed. The primary outcome was early readmission rates. Secondary outcomes included the incidence of inpatient complications and healthcare utilization. Unadjusted analyses used Mann-Whitney U and χ 2 tests, while Cox regression models assessed 30-day readmission risks and reported them as adjusted hazard ratios (aHR). Kaplan-Meier curves and log-rank tests verified readmission risks. RESULTS: A total of 673059 patients with the principal diagnosis of AP were included. Of these, 5.1% had APFC on initial admission. After propensity score matching, each cohort consisted of 33914 patients. Those with APFC showed a higher incidence of inpatient complications, including septic shock (3.1% vs 1.3%, P < 0.001), portal venous thrombosis (4.4% vs 0.8%, P < 0.001), and mechanical ventilation (1.8% vs 0.9%, P < 0.001). The length of stay (LOS) was longer for APFC patients [4 (3-7) vs 3 (2-5) days, P < 0.001], as were hospital charges ($29451 vs $24418, P < 0.001). For 30-day readmissions, APFC patients had a higher rate (15.7% vs 6.5%, P < 0.001) and a longer median readmission LOS (4 vs 3 days, P < 0.001). The APFC group also had higher readmission charges ($28282 vs $22865, P < 0.001). The presence of APFC increased the risk of readmission twofold (aHR 2.52, 95% confidence interval: 2.40-2.65, P < 0.001). The independent risk factors for 30-day readmission included female gender, Elixhauser Comorbidity Index ≥ 3, chronic pulmonary diseases, chronic renal disease, protein-calorie malnutrition, substance use disorder, depression, portal and splenic venous thrombosis, and certain endoscopic procedures. CONCLUSION: Developing APFC during index hospitalization for AP is linked to higher readmission rates, more inpatient complications, longer LOS, and increased healthcare costs. Knowing predictors of readmission can help target high-risk patients, reducing healthcare burdens.

Application of newly developed and validated LC-MS/MS method for pharmacokinetic study of adagrasib and pembrolizumab simultaneously in rat plasma.

Non-small cell lung cancer (NSCLC) is a significant subtype of lung cancer, and poses a dangerous global threat. One of the current approaches of NSCLC treatment is a combination therapy of adagrasib and pembrolizumab. Accurate monitoring of these drug concentrations in biological fluids is critical for treatment efficacy. Since no method was reported for simultaneous estimation of these drugs, this study focuses on the development of a validated LC-MS/MS bioanalytical method for simultaneous quantification of Adagrasib and Pembrolizumab in rat plasma. The analytes were extracted from the biological matrix through liquid-liquid extraction techniques using acetonitrile as extraction solvent. The analytes were separated on a Waters X-bridge phenyl C18 column, with a mixture of acetonitrile: 0.1 % TFA in water (50: 50 v/v) as mobile phase at an isocratic flow rate of 1.0 mL/min with a runtime of about 5 min. Adagrasib (m/z 605.12 → 201.62), Pembrolizumab (m/z 146.32 → 85.15), and Sotorasib (m/z 561.59 → 218.92) were determined by recording the mass spectra through multiple reaction monitoring in positive mode. The method was validated according to USFDA guidelines. The results demonstrate satisfactory linearity with an r2 value of 0.9998 in the ranges of 40-800 and 10-200 ng/mL, accuracy with mean percentage recovery of 95.22-98.59 % and 96.98-98.57 %, precision indicated with %RSD ranged between 0.39-1.91 % and 0.85-9.03 % for Adagrasib and Pembrolizumab respectively, and other key parameters. The developed method can determine the pharmacokinetic parameters to indicate the efficacy and safety of the drugs, and also can quantify selected drugs simultaneously in biological samples.

Indirect comparison of various lumen-apposing metal stents for EUS-guided biliary and gallbladder drainage: a systematic review and meta-analysis.

BACKGROUND AND AIMS: Studies assessing EUS-guided biliary drainage (EUS-BD) or gallbladder drainage (EUS-GB) using lumen-apposing metal stents (LAMSs) have shown variable results based on the type of LAMS. We performed a meta-analysis of the available data. METHODS: Multiple online databases were searched for studies using LAMSs (Axios [Boston Scientific, Marlborough, Mass, USA] or Spaxus [Taewoong Medical Co, Gimpo, Korea]) for EUS-BD and EUS-GB. The outcomes of interest were technical success, clinical success, and adverse events. Pooled proportions along with 95% confidence intervals were calculated. RESULTS: A total of 18 observational studies were included: 11 for the Axios stent (433 patients; mean age, 72 years; 54% male) and 7 for the Spaxus stent (242 patients; mean age, 74 years; 50% male). The respective pooled outcomes for the Axios stent (EUS-BD and EUS-GB, respectively) were technical success, 96.2% and 96.2%; clinical success, 92.8% and 92.7%; total adverse events, 10.1% and 23.6%; and bleeding, 3.7% and 4.8%. The respective pooled outcomes for the Spaxus stent (EUS-BD and EUS-GB, respectively) were technical success, 93.8% and 95.9%; clinical success, 90.1% and 94.2%; total adverse events, 12.6% and 9.5%; and bleeding, 3.1% and 1.8%. CONCLUSIONS: Axios and Spaxus stents demonstrate similar pooled technical and clinical success rates. Adverse events occurred in 23.6% of patients (Axios stent) and 9.5% of patients (Spaxus stent) during EUS-GB.

Safety of Endoscopic Procedures in Thrombocytopenia and Neutropenia: Embracing Assurance.

BACKGROUND: Few studies have evaluated the post-endoscopic adverse events in patients with neutropenia and thrombocytopenia. Current guidelines do not provide clear direction on this topic. AIM: We explore the pooled rates of safety and adverse effects of endoscopic interventions in thrombocytopenia and neutropenia patients via a systematic review & meta-analysis. METHODS: Databases, including Medline, Scopus, and Embase, were searched (in May 2023) using specific terms for studies evaluating the clinical outcomes of endoscopy in patients with thrombocytopenia and neutropenia. Standard meta-analysis methods were employed using the random-effects model. I2% heterogeneity was used to assess the heterogeneity. RESULTS: Six studies and four studies evaluated endoscopic outcomes in patients with thrombocytopenia and neutropenia respectively with mean age was 56 years. The pooled rate of total post-biopsy bleeding and total post-polypectomy bleeding among patients with thrombocytopenia was 4% (95% CI 1-11), I2 = 84%, and 12% (95% CI 3-36) I2 = 43%. The total rate of post procedure-related bleeding in thrombocytopenia was 5% (95% CI 1-14) I2 = 95%. The pooled rate of post-endoscopic infection (fever from any cause, bacteremia) in neutropenia was 10% (95% CI 3-28%) I2 = 96%. On sub analysis, the pooled rate of bacteremia and 30 days all-cause mortality in neutropenia was 4% (95% CI 3-5%) I2 = 0% and 13% (95% CI 4-34%) I2 = 95% respectively. CONCLUSION: Our data supports the notion that endoscopic procedures are safe for neutropenic, thrombocytopenic patients with suitable indications and reasonable functional status and have an acceptable risk/benefit ratio.

Adverse events with endoscopic ultrasound-guided gastroenterostomy for gastric outlet obstruction-A systematic review and meta-analysis.

BACKGROUND: The technical and clinical effectiveness of endoscopic ultrasonography (EUS)-guided gastroenterostomy (GE) has been reported by several meta-analyses, but few of them have addressed the adverse events (AE). The goal of the current meta-analysis was to analyze the AEs associated with various types of EUS-GE. METHODS: All relevant studies reporting the AEs with EUS-GE were searched from 2000 to 31st March 2023 in MEDLINE, Embase, and Scopus. The event rates were pooled using a random effects model. RESULTS: A total of 36 studies (n = 1846) were included in the meta-analysis. The present meta-analysis reports a pooled technical success rate of 96.9% (95.9-98.0; I2 = 29.3%) with a pooled clinical success rate of 90.6% (88.5-92.7; I2 = 60.9%). The pooled incidence of overall AEs with EUS-GE was 13.0% (10.3-15.7; I2 = 69.7%), with the commonest being maldeployment of the stent, seen in 4.6% (3.2-6.0; I2 = 50.6%). The pooled incidences of serious AE and procedure-related mortality were 1.2% (0.7-1.8; I2 = 1.9%) and 0.3% (0.0-0.7; I2 = 0.0%), respectively. Subgroup analysis of studies using only the free-hand technique showed a significantly lower overall AE and maldeployment but not serious AE and other individual AEs. The pooled incidences of delayed stent migration and stent occlusion were 0.5% (0.0-1.1; I2 = 0.0%) and 0.8% (0.2-1.3; I2 = 0.0%), respectively. CONCLUSION: Despite a technical and clinical success rate of >90%, AEs are seen in around one-seventh of the cases of EUS-GE, maldeployment being the commonest. However, the pooled incidence of serious AE and mortality remains low, which is reassuring.

Predicting the risk of early intensive care unit admission for patients hospitalized with acute pancreatitis using supervised machine learning.

Background: Acute pancreatitis (AP) is a complex and life-threatening disease. Early recognition of factors predicting morbidity and mortality is crucial. We aimed to develop and validate a pragmatic model to predict the individualized risk of early intensive care unit (ICU) admission for patients with AP. Methods: The 2019 Nationwide Readmission Database was used to identify patients hospitalized with a primary diagnosis of AP without ICU admission. A matched comparison cohort of AP patients with ICU admission within 7 days of hospitalization was identified from the National Inpatient Sample after 1:N propensity score matching. The least absolute shrinkage and selection operator (LASSO) regression was used to select predictors and develop an ICU acute pancreatitis risk (IAPR) score validated by 10-fold cross-validation. Results: A total of 1513 patients hospitalized for AP were included. The median age was 50.0 years (interquartile range: 39.0-63.0). The three predictors that were selected included hypoxia (area under the curve [AUC] 0.78), acute kidney injury (AUC 0.72), and cardiac arrhythmia (AUC 0.61). These variables were used to develop a nomogram that displayed excellent discrimination (AUC 0.874) (bootstrap bias-corrected 95% confidence interval 0.824-0.876). There was no evidence of miscalibration (test statistic = 2.88; P = 0.09). For high-risk patients (total score >6 points), the sensitivity was 68.94% and the specificity was 92.66%. Conclusions: This supervised machine learning-based model can help recognize high-risk AP hospitalizations. Clinicians may use the IAPR score to identify patients with AP at high risk of ICU admission within the first week of hospitalization.

Spin-disorder intervened avoidance of quantum criticality in B20 cubic Mn1-xVxSi.

The effect of negative chemical pressure with the substitution of transition metal V in an itinerant helimagnetically ordered MnSi, Mn1-xVxSi withx= 0-0.1, is explored using dc and ac-susceptibilities. With increasingx, the manifestations are unaffected crystal structure with increasing unit cell volume, suppression of long-range magnetic order, weakening of itinerant character and reduced spin-cooperative phenomenon. The emergence of spin-glass behaviour forx⩾0.1intervenes in the occurrence of quantum phase transition. The constructed concentration-temperaturex-Tphase diagram illustrates the substitution-driven changes in the magnetism of MnSi. Further, the study suggests that the presence of a precursor state can favour the formation of spin-textures in magnetically ordered compositions0