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Background and study aims Pancreatic duct (PD) cannulation may be difficult during conventional endoscopic retrograde cholangiopancreatography (ERCP) due to underlying pathology, anatomical variants or surgically altered anatomy. Pancreatic access in these cases previously necessitated percutaneous or surgical approaches. Endoscopic ultrasound (EUS) allows for an alternative and can be combined with ERCP for rendezvous during the same procedure, or for other salvage options. Patients and methods Patients with attempted EUS access of the PD from tertiary referral centers between 2009 and 2022 were included in the cohort. Demographic data, technical data, procedural outcomes and adverse events were collected. The primary outcome was rendezvous success. Secondary outcomes included rates of successful PD decompression and change in procedural success over time. Results The PD was accessed in 105 of 111 procedures (95 %), with successful subsequent ERCP in 45 of 95 attempts (47 %). Salvage direct PD stenting was performed in 5 of 14 attempts (36 %). Sixteen patients were scheduled for direct PD stenting (without rendezvous) with 100 % success rate. Thus 66 patients (59 %) had successful decompression. Success rates improved from 41 % in the first third of cases to 76 % in the final third. There were 13 complications (12 %), including post-procedure pancreatitis in seven patients (6 %). Conclusions EUS-guided anterograde pancreas access is a feasible salvage method if retrograde access fails. The duct can be cannulated, and drainage can be achieved in the majority of cases. Success rates improve over time. Future research may involve investigation into technical, patient and procedural factors contributing to rendezvous success.

Designing cost-effective methods for implementing measurement, monitoring and verification (MM&V) plans for subsea CO2 storage is an active area of research globally. Despite some preliminary research and examples overseas, there remains a lack of established protocols and configurations for offshore carbon capture and storage (CCS) monitoring overlying storage sites and an absence of methods to establish environmental impact in the event of leakage. Over the last 4 years, CSIRO in collaboration with ANLEC R&D and CarbonNet have been undertaking research in the Gippsland region to inform the development of assurance monitoring approaches for subsea CCS operations to address three key technical assurance monitoring challenges: The ‘signal-to-noise’ problem: distinguishing CO2 release signatures from similar naturally occurring variability to reduce false alarm rates in future baseline monitoring design; characterising impact: determining the level of CO2 release that would be associated with environmental impact at a range of scales; and attributing impact: distinguishing changes resulting from other drivers and pressures in multiple-use zones (e.g. climate change) from the activities of CCS operations. The research has included a wide variety of approaches and technologies including the development and testing of fixed and mobile autonomous monitoring systems, chemical and acoustic sensing and the collection of biological datasets. These data have been used in the development of biogeochemical models and to define possible integrated MM&V frameworks. This paper will summarise this research and identify how it could be applied for offshore CO2 storage projects around Australia.

Although released only for drainage of pseudocyst and walled-off necrosis (WON) with ≤ 30% solid debris, the utilization of lumen-apposing metal stent (LAMS) in “real-world” practice has deviated from approved indications. We evaluated the contemporary use of LAMS and associated clinical, procedural outcomes in the setting of a tertiary referral center in the USA. Data from 303 consecutive patients who underwent LAMS placement were analyzed. Outcomes included technical and clinical success rates and adverse events. Of 303 patients, 190 (62.7%) received LAMS for off-label indications. The latter included gallbladder drainage (n = 56, 18.5%), gastroenterostomy (n = 52, 17.2%), treatment of gastrointestinal strictures (n = 37, 12.2%), biliary drainage (n = 20, 6.6%), temporary gastric access for endoscopy (n = 13, 4.3%), symptomatic WON with > 30% solid debris (n = 8, 2.6%), and miscellaneous (n = 4, 1.3%). Technical success rates in the on- and off-label arm were 98.2% and 95.8%, respectively (P = .331; 95% CI 0.08 to 1.96). Clinical success rates in the on- and off-label arm were 89.4% and 83.2%, respectively (P = .137; 95% CI 0.28 to 1.19). The rate of adverse events was 20.5% (n = 39) in the off-label arm and 16.8% (n = 19) in the on-label arm (P = .242; 95% CI 0.69 to 2.34). Off-label use of LAMS out-numbered on-label use in our practice. The safety profile between the groups was similar and with the exception of refractory stricture treatment, efficacy was comparable.

The diplomatic relationship between the USA and Iran has long been fraught and is characterised by various conflicts and the implementation of economic sanctions. It can be argued that the relationship became even more hostile after Donald Trump was elected president of the US. Trump’s sentiments towards Iran were made public through his behavior on Twitter, both before and after he took over the Presidency. These sentiments have been a mix of negative and sometimes positive views and opinions. This study uses a corpus of Trump’s tweets that explicitly mention ‘Iran’ as the basis of a linguistic analysis and applies to it the analytical framework of appraisal from Systemic Functional Linguistics. More specifically, this study focuses on how he established an Us vs. Them dichotomy. While the analysis shows that Iran has been generally portrayed negatively by Trump, there were several tweets where the Iranian government was appraised positively, too. More interestingly, in those tweets, he seemed to target Obama and democrats and represent them negatively while Iran was assessed in positive terms.

Background and study aims Recent outbreaks attributed to contaminated duodenoscopes have led to the development of enhanced surveillance and reprocessing techniques (enhanced-SRT) aimed at minimizing cross-contamination. Common enhanced-SRT include double high-level disinfection (HLD), ethylene oxide (EtO) gas sterilization, and culture-based monitoring of reprocessed scopes. Adoption of these methods adds to the operational costs and we aimed to assess its economic impact to an institution. Methods We compared the estimated costs of three enhanced-SRT versus single-HLD using data from two institutions. We examined the cost of capital measured as scope inventory and frequency of scope use per unit time, the constituent reprocessing costs required on a per-cycle basis, and labor & staffing needs. The economic impact attributable to enhanced-SRT was defined as the difference between the total cost of enhanced-SRT and single HLD. Results Compared to single HLD, adoption of double HLD increased the costs approximately by 47 % ($80 vs $118). Similarly, culture and quarantine and EtO sterilization increased costs by 160 % and 270 %, respectively ($80 vs $208 and $296). Enhanced-SRT introduced significant scope downtime due to prolonged techniques, necessitating a 3.4-fold increase in the number of scopes needed to maintain procedural volume. The additional annual budget required to implement enhanced-SRT approached $406,000 per year in high-volume centers. Conclusions While enhanced-SRT may reduce patient risk of exposure to contaminated duodenoscopes, it significantly increases the cost of performing ERCP. Future innovation should focus on approaches that can ensure patient safety while maintaining the ability to perform ERCP in a cost-effective manner.

Background and Aims: Expert endoscopists previously reported ERCP outcomes for the first commercialized single-use duodenoscope. We aimed to document usability of this device by endoscopists with different levels of ERCP experience. Methods: Fourteen “expert” (>2000 lifetime ERCPs) and 5 “less-expert” endoscopists performed consecutive ERCPs in patients without altered pancreaticobiliary anatomy. Outcomes included ERCP completion for the intended indication, rate of crossover to another endoscope, device performance ratings, and serious adverse events. Results: Two hundred ERCPs including 81 (40.5%) with high complexity (American Society for Gastrointestinal Endoscopy grades 3-4) were performed. Crossover rate (11.3% vs 2.5%, P =.131), ERCP completion rate (regardless of crossovers) (96.3% vs 97.5%, P =.999), median ERCP completion time (25.0 vs 28.5 minutes, P =.130), mean cannulation attempts (2.8 vs 2.8, P =.954), and median overall satisfaction with the single-use duodenoscope (8.0 vs 8.0 [range, 1.0-10.0], P =.840) were similar for expert versus less-expert endoscopists, respectively. The same metrics were similar by procedural complexity except for shorter median completion time for grades 1 to 2 versus grades 3 to 4 (P Conclusions: In consecutive ERCPs including high complexity procedures, endoscopists with varying ERCP experience had good procedural success and reported high device performance ratings. (Clinical trial registration number: NCT04223830.)

Poster ESG7 Designing cost-effective methods for implementing measurement, monitoring and verification (MM&V) plans for subsea CO2 storage is an active area of research globally. Despite some preliminary research and examples overseas, there remains a lack of established protocols and configurations for offshore carbon capture and storage (CCS) monitoring overlying storage sites and an absence of methods to establish environmental impact in the event of leakage. Over the last 4 years, CSIRO in collaboration with ANLEC R&D and CarbonNet have been undertaking research in the Gippsland region to inform the development of assurance monitoring approaches for subsea CCS operations to address three key technical assurance monitoring challenges: The ‘signal-to-noise’ problem: distinguishing CO2 release signatures from similar naturally occurring variability to reduce false alarm rates in future baseline monitoring design; characterising impact: determining the level of CO2 release that would be associated with environmental impact at a range of scales; and attributing impact: distinguishing changes resulting from other drivers and pressures in multiple-use zones (e.g. climate change) from the activities of CCS operations. The research has included a wide variety of approaches and technologies including the development and testing of fixed and mobile autonomous monitoring systems, chemical and acoustic sensing and the collection of biological datasets. These data have been used in the development of biogeochemical models and to define possible integrated MM&V frameworks. This paper will summarise this research and identify how it could be applied for offshore CO2 storage projects around Australia. To access the poster click the link on the right. To read the full paper click here

Background Endoscopic ultrasound-guided rendezvous (EUS-RV) endoscopic retrograde cholangiopancreatography (ERCP) is an alternative to interventional radiology-guided rendezvous ERCP in patients who failed biliary cannulation with conventional ERCP. However, there is significant variation in reported rates of success and adverse events associated with EUS-RV-assisted ERCP. We performed a systematic review and a proportion meta-analysis to reliably assess the effectiveness and safety of the EUS-RV-assisted ERCP. Materials and methods We conducted a comprehensive search of multiple electronic databases and conference proceedings (from inception through August 2020) to identify studies reporting EUS-RV-assisted ERCP in patients who failed biliary cannulation with conventional ERCP techniques. Using the random-effects model described by DerSimonian and Laird, we calculated the pooled rates of technical success, clinical success, and adverse events of EUS-RV-assisted ERCP. Results Twelve studies reporting a total of 342 patients were included in the meta-analysis. The pooled rate of technical success (12 studies reporting a total of 342 patients) was 86.1% [95% confidence interval (CI): 78.4-91.3]. The pooled rate of clinical success (4 studies reporting a total of 94 patients) was 80.8% (95% CI: 64.1-90.8). The pooled rate of overall adverse events (12 studies; 42 events in 342 patients) was 14% (95% CI: 10.5-18.4). Low to moderate heterogeneity was noted in the analyses. Conclusions EUS-RV-assisted ERCP appears to be effective and safe in patients who failed biliary cannulation with conventional ERCP. Given the risk of adverse events, it should be performed in centers with expertise in therapeutic endoscopic ultrasound.

Fluoroscopy is often used for endoscopic balloon dilation (EBD) of Crohn’s disease (CD)-related strictures. However, its benefit remains unclear. To compare EBD with (EBDF) and without (EBDNF) fluoroscopic guidance in CD patients with strictures. Single-center, nested, case–control retrospective study of EBD for CD-related strictures. Technical and clinical success and safety outcomes were compared between EBDF and EBDNF. A total of 122 strictures in 114 CD patients who underwent EBD from 2010 to 2018 at a single institution were reviewed (44 patients EBDF vs. 70 EBDNF). Esophagogastroduodenoscopy was the approach in 8 strictures, colonoscopy in 86, and deep enteroscopy in 28. There were no significant differences in the rates of technical and clinical success, need for repeat dilation and surgery between the two groups, although the mean maximal endoscopic balloon diameter was larger in the EBDNF group (17.1 ± 1.9 vs. 14.1 ± 2.5; p

Background/Aims: This study assessed the significance of biliary stricture in symptomatic chronic pancreatitis patients requiring extracorporeal shock wave lithotripsy (ESWL) and endoscopic retrograde cholangiopancreatography (ERCP) to remove obstructing pancreatic calculi. Methods: A total of 97 patients underwent ESWL followed by ERCP to remove pancreatic calculi between October 2014 and October 2017 at Virginia Mason Medical Center. Significant biliary stricture (SBS) was defined as a stricture with upstream dilation on computed tomography scan or magnetic resonance cholangiopancreatography scans accompanied by cholestasis and/or cholangitis. SBS was initially managed by either a plastic stent or fully covered self-expandable metallic stent (fcSEMS). If the stricture did not resolve, the stent was replaced with either multiple plastic stents or another fcSEMS. Data were collected by retrospectively reviewing the medical records. Results: Biliary strictures were noted in approximately one-third of patients (34/97, 35%) undergoing ESWL for pancreatic calculi. Approximately one-third of the biliary strictures (11/34, 32%) were SBS. Pseudocysts were more frequently found in those with SBS (36% vs 8%, p=0.02), and all pseudocysts in the SBS group were located in the pancreatic head. The initial stricture resolution rates with fcSEMSs and plastic prostheses were 75% and 29%, respectively. The overall success rate for stricture resolution was 73% (8/11), and the recurrence rate after initial stricture resolution was 25% (2/8). Conclusions: Although periductal fibrosis is the main mechanism underlying biliary stricture development in chronic pancreatitis, inflammation induced by obstructing pancreatic calculi, including pseudocysts, is an important contributing factor to SBS formation during the acute phase. (Gut Liver 2021;15:128-134)

Machine learning models that utilize patient data across time (rather than just the most recent measurements) have increased performance for many risk stratification tasks in the intensive care unit. However, many of these models and their learned representations are complex and therefore difficult for clinicians to interpret, creating challenges for validation. Our work proposes a new procedure to learn summaries of clinical timeseries that are both predictive and easily understood by humans. Specifically, our summaries consist of simple and intuitive functions of clinical data (e.g. “falling mean arterial pressure”). Our learned summaries outperform traditional interpretable model classes and achieve performance comparable to state-of-the-art deep learning models on an in-hospital mortality classification task.

In patients with acute cholecystitis who are deemed high risk for cholecystectomy, percutaneous cholecystostomy (PC) was historically performed for gallbladder drainage (GBD). There are several limitations associated with PC. Endoscopic GBD [Endoscopic transpapillary GBD (ET-GBD) and EUS-guided GBD (EUS-GBD)] is an alternative to PC. We performed a systematic review and meta-analysis to compare the effectiveness and safety of EUS-GBD versus ET-GBD. We performed a systematic search of multiple databases through May 2019 to identify studies that compared outcomes of EUS-GBD versus ET-GBD in the management of acute cholecystitis in high-risk surgical patients. Pooled odds ratios (OR) of technical success, clinical success and adverse events between EUS-GBD and ET-GBD groups were calculated. Five studies with a total of 857 patients (EUS-GBD vs ET-GBD: 259 vs 598 patients) were included in the analysis. EUS-GBD was associated with higher technical [pooled OR 5.22 (95% CI 2.03–13.44; p = 0.0006; I2 = 20%)] and clinical success [pooled OR 4.16 (95% CI 2.00–8.66; p = 0.0001; I2 = 19%)] compared to ET-GBD. There was no statistically significant difference in the rate of overall adverse events [pooled OR 1.30 (95% CI 0.77–2.22; p = 0.33, I2 = 0%)]. EUS-GBD was associated with lower rate of recurrent cholecystitis [pooled OR 0.33 (95% CI 0.14–0.79; p = 0.01; I2 = 0%)]. There was low heterogeneity in the analyses. EUS-GBD has higher rate of technical and clinical success compared to ET-GBD. While the rates of overall adverse events are statistically similar, EUS-GBD has lower rate of recurrent cholecystitis. Hence, EUS-GBD is preferable to ET-GBD for endoscopic management of acute cholecystitis in select high-risk surgical patients.

The devastating 2019–2020 Australian bushfires attracted significant activity on social media, both in Australia and worldwide. We use corpus-based discourse analysis to explore the impact of this significant environmental crisis event on climate discussions on Australian Twitter, with a focus on discursive struggle and (de-)legitimation. We examine the most-retweeted tweets across three 30-day time periods, combining quantitative and qualitative approaches. Methodologically, we analyse hashtags to identify dominant Twitter discourses in the three phases. We also explore tweets that support or oppose the link between climate change and the fires, and the misleading arson discourse. We use collocation and concordance analysis, developing a new approach to categorising tweets for support and opposition. Results show that the bushfires had a clear impact on dominant Twitter climate discourses, that this intensified at the height of the bushfires, but receded significantly afterwards. Additionally, climate disinformation discourses seem to be a ‘minor’ dominant discourse rather than a ‘major’ dominant discourse in the Twitter datasets under investigation. Our study suggests that discursive legitimation becomes an outcome of discursive struggle; the very act of retweeting a tweet suggesting the bushfire crisis is indicative of the urgent need for broad climate action is, in a sense, contributing to the legitimisation of this discourse and countering the arguments of those who do not see the issues as linked.

Background Endoscopic resection of lesions involving the appendiceal orifice remains a challenge. We aimed to report outcomes with the full-thickness resection device (FTRD) for the resection of appendiceal lesions and identify factors associated with the occurrence of appendicitis. Methods This was a retrospective study at 18 tertiary-care centers (USA 12, Canada 1, Europe 5) between November 2016 and August 2020. Consecutive patients who underwent resection of an appendiceal orifice lesion using the FTRD were included. The primary outcome was the rate of R0 resection in neoplastic lesions, defined as negative lateral and deep margins on post-resection histologic evaluation. Secondary outcomes included the rates of: technical success (en bloc resection), clinical success (technical success without need for further surgical intervention), post-resection appendicitis, and polyp recurrence. Results 66 patients (32 women; mean age 64) underwent resection of colonic lesions involving the appendiceal orifice (mean [standard deviation] size, 14.5 (6.2) mm), with 40 (61 %) being deep, extending into the appendiceal lumen. Technical success was achieved in 59/66 patients (89 %), of which, 56 were found to be neoplastic lesions on post-resection pathology. Clinical success was achieved in 53/66 (80 %). R0 resection was achieved in 52/56 (93 %). Of the 58 patients in whom EFTR was completed who had no prior history of appendectomy, appendicitis was reported in 10 (17 %), with six (60 %) requiring surgical appendectomy. Follow-up colonoscopy was completed in 41 patients, with evidence of recurrence in five (12 %). Conclusions The FTRD is a promising non-surgical alternative for resecting appendiceal lesions, but appendicitis occurs in 1/6 cases.

Summary Peroral endoscopic myotomy (POEM) in patients with achalasia who are status post bariatric surgery may be technically challenging due to postsurgical scarring and altered anatomy. The aim of the study was to assess the efficacy and safety of POEM for achalasia in patients with prior bariatric surgery. A review of prospectively maintained databases at three tertiary referral centers from January 2015 to January 2021 was performed. The primary outcome of interest was clinical success, defined as a post-treatment Eckardt score ≤ 3 or improvement in Eckardt score by ≥ 1 when the baseline score was

BACKGROUND There are only limited data available on changes in the etiology, management, and clinical outcomes in patients with lower gastrointestinal bleeding over the past decade. STUDY We compared 2 groups of consecutive patients hospitalized with lower gastrointestinal bleeding during 2 time periods: 2005 to 2007 (301 patients) and 2015 to 2017 (249 patients). RESULTS Compared with the 2005 to 2007 group, the mean Charlson comorbidity index in the 2015 to 2017 group was higher (5.0±2.6 vs. 6.0±3.0, P=0.028), whereas the use of computerized tomographic angiography and small bowel capsule endoscopy was more common (12.9% vs. 58.1%, P

Background and Aims There is an evolving role for EUS-guided transmural gallbladder (GB) drainage. Endoscopic transpapillary GB drainage is a well-established, nonoperative treatment for acute cholecystitis. We compared the outcomes of 78 cases of EUS-guided versus transpapillary GB drainage at a single, U.S.-based, high-volume endoscopy center. Methods This was a retrospective analysis performed from May 2013 to January 2018, identified from a database of nonoperative patients with acute cholecystitis. Both electrocautery-enhanced and nonelectrocautery-enhanced lumen-apposing metal stents were used. For transpapillary drainage, guidewire access was obtained and then a transpapillary 7F × 15-cm double-pigtail plastic stent was placed. Results In patients who had successful transpapillary or transmural drainage, demographics data were similar. Technical success was observed in 39 of 40 patients (97.5%) who underwent first attempt at EUS-guided drainage versus 32 of 38 patients (84.2%) for first-attempt transpapillary drainage (adjusted odds ratio, 9.83; 95% confidence interval, .93-103.86). Clinical success was significantly higher with EUS drainage in 38 of 40 patients (95.0%) versus transpapillary drainage in 29 of 38 patients (76.3%) (adjusted odds ratio, 7.14; 95% confidence interval, 1.32-38.52). Recurrent cholecystitis was lower in the EUS-guided drainage group (2.6% vs 18.8%, respectively; P = .023) on univariate analysis but only trended to significance in a multiple regression model. Duration of follow-up, reintervention rates, hospital length of stay, and overall adverse event rates were similar between groups. Conclusions EUS-guided GB drainage results in a higher clinical success rate compared with transpapillary drainage and may be associated with a lower recurrence rate of cholecystitis. However, transpapillary drainage should be considered as the first-line treatment for patients who are surgical candidates but require temporizing measures or require an ERCP for alternative reasons.

Detailed recommendations and guidelines for acute pancreatitis (AP) management currently exist. However, quality indicators (QIs) are required to measure performance in health care. The goal of the Acute Pancreatitis Task Force on Quality was to formally develop QIs for the management of patients with known or suspected AP using a modified version of the RAND/UCLA Appropriateness Methodology.A multidisciplinary expert panel composed of physicians (gastroenterologists, hospitalists, and surgeons) who are acknowledged leaders in their specialties and who represent geographic and practice setting diversity was convened. A literature review was conducted, and a list of proposed QIs was developed. In 3 rounds, panelists reviewed literature, modified QIs, and rated them on the basis of scientific evidence, bias, interpretability, validity, necessity, and proposed performance targets.Supporting literature and a list of 71 proposed QIs across 10 AP domains (Diagnosis, Etiology, Initial Assessment and Risk Stratification, etc.) were sent to the expert panel to review and independently rate in round 1 (95% of panelists participated). Based on a round 2 face-to-face discussion of QIs (75% participation), 41 QIs were classified as valid. During round 3 (90% participation), panelists rated the 41 valid QIs for necessity and proposed performance thresholds. The final classification determined that 40 QIs were both valid and necessary.Hospitals and providers managing patients with known or suspected AP should ensure that patients receive high-quality care and desired outcomes according to current evidence-based best practices. This physician-led initiative formally developed 40 QIs and performance threshold targets for AP management. Validated QIs provide a dependable quantitative framework for health systems to monitor the quality of care provided to patients with known or suspected AP.

Endoscopic retrograde cholangiopancreatography (ERCP) has evolved from a diagnostic and therapeutic tool to a predominantly therapeutic tool. There is a limited role for diagnostic ERCP with widespread availability of magnetic resonance cholangiopancreatography and endoscopic ultrasound (EUS). Since its introduction, EUS evolved from a diagnostic imaging modality to one with combined diagnostic and therapeutic capabilities. Currently, ERCP remains the standard of care for biliary decompression. In future, it is possible that EUS guided transmural biliary drainage may replace ERCP for certain indications. Given the risk of adverse events related with these more invasive endoscopic procedures, a multidisciplinary team-based approach is recommended.

INTRODUCTION Nurse-Administered Propofol Continuous Infusion Sedation (NAPCIS) is a new nonanesthesia propofol delivery method for gastrointestinal endoscopy. NAPCIS is adopted from the computer-assisted propofol sedation (CAPS) protocol. We evaluated the effectiveness, efficiency, and safety of NAPCIS in low-risk subjects. METHODS Between December 2016 and July 2017, patients who underwent esophagogastroduodenoscopy or colonoscopy with NAPCIS at our center were compared against 2 historical control groups of similar patients who had undergone procedures with CAPS or midazolam and fentanyl (MF) sedation. RESULTS The mean age of the NAPCIS cohort (N = 3,331) was 55.2 years (45.8% male) for 945 esophagogastroduodenoscopies and 57.8 years (48.7% male) for 2,386 colonoscopies. The procedural success rates with NAPCIS were high (99.1%-99.2%) and similar to those seen in 3,603 CAPS (98.8%-99.0%) and 3,809 MF (99.0%-99.3%) controls. NAPCIS recovery times were shorter than both CAPS and MF (24.8 vs 31.7 and 52.4 minutes, respectively; P < 0.001). On arrival at the recovery unit, 86.6% of NAPCIS subjects were recorded as "Awake" compared with 82.8% of CAPS and 40.8% of MF controls (P < 0.001). Validated clinician and patient satisfaction scores were generally higher for NAPCIS compared with CAPS and MF subjects. For NAPCIS, there were only 4 cases of oxygen desaturation requiring transient mask ventilation and no serious sedation-related complications. These low complication rates were similar to those seen with CAPS (8 cases of mask ventilation) and MF (3 cases). DISCUSSION NAPCIS seems to be a safe, effective, and efficient means of providing moderate sedation for upper endoscopy and colonoscopy in low-risk patients.

Although released only for drainage of pseudocyst and walled-off necrosis (WON) with ≤ 30% solid debris, the utilization of lumen-apposing metal stent (LAMS) in "real-world" practice has deviated from approved indications. We evaluated the contemporary use of LAMS and associated clinical, procedural outcomes in the setting of a tertiary referral center in the USA.Data from 303 consecutive patients who underwent LAMS placement were analyzed. Outcomes included technical and clinical success rates and adverse events.Of 303 patients, 190 (62.7%) received LAMS for off-label indications. The latter included gallbladder drainage (n = 56, 18.5%), gastroenterostomy (n = 52, 17.2%), treatment of gastrointestinal strictures (n = 37, 12.2%), biliary drainage (n = 20, 6.6%), temporary gastric access for endoscopy (n = 13, 4.3%), symptomatic WON with 30% solid debris (n = 8, 2.6%), and miscellaneous (n = 4, 1.3%). Technical success rates in the on- and off-label arm were 98.2% and 95.8%, respectively (P = .331; 95% CI 0.08 to 1.96). Clinical success rates in the on- and off-label arm were 89.4% and 83.2%, respectively (P = .137; 95% CI 0.28 to 1.19). The rate of adverse events was 20.5% (n = 39) in the off-label arm and 16.8% (n = 19) in the on-label arm (P = .242; 95% CI 0.69 to 2.34).Off-label use of LAMS out-numbered on-label use in our practice. The safety profile between the groups was similar and with the exception of refractory stricture treatment, efficacy was comparable.

For machine learning models to be most useful in numerous sociotechnical systems, many have argued that they must be human-interpretable. However, despite increasing interest in interpretability, there remains no firm consensus on how to measure it. This is especially true in representation learning, where interpretability research has focused on "disentanglement" measures only applicable to synthetic datasets and not grounded in human factors. We introduce a task to quantify the human-interpretability of generative model representations, where users interactively modify representations to reconstruct target instances. On synthetic datasets, we find performance on this task much more reliably differentiates entangled and disentangled models than baseline approaches. On a real dataset, we find it differentiates between representation learning methods widely believed but never shown to produce more or less interpretable models. In both cases, we ran small-scale think-aloud studies and large-scale experiments on Amazon Mechanical Turk to confirm that our qualitative and quantitative results agreed., Comment: CHI 2021 accepted paper

Elevator-based endoscope-related infections from patient cross-contamination is a multifactorial problem related to device design, maintenance, and function, with additional risk incurred from a high-level disinfection process that lacks quality controls. This article reviews the historical context for these outbreaks, technical aspects of scope design contributing to this risk, and innovations in endoscope technology that have the potential to overcome these shortcomings. Also reviewed are interim solutions and the data that support use of some of these interventions. Still needed are a validated manufacturer-recommended schedule for routine duodenoscope and echoendoscope maintenance with reprocessing protocols that can be implemented in endoscopy units.

A 93-year-old woman on Coumadin with history of atrial fibrillation and chronic obstructive pulmonary disease (COPD) presented with urinary retention for one day. Computed tomography (CT) of abdomen and pelvis demonstrated grade 3 rectus sheath hematoma (RSH), with the hematoma dissecting between the transversalis fascia and muscle into the prevesical space. The large-sized hematoma caused compression at the bladder outflow tract causing urinary retention. In view of age and the patient being a poor surgical candidate, the patient was managed by percutaneous drain of the hematoma to reduce size to relieve urinary symptoms. The hematoma shrunk in size over the period of next few weeks and thereby avoided surgical intervention.

Patients who chronically use alcohol, marijuana, or opioids, or suffer from post-traumatic stress disorder (PTSD), can be difficult to sedate with midazolam and fentanyl, and often are referred for monitored anesthesia care during endoscopy. Nurse-administered propofol continuous infusion sedation (NAPCIS), which confers the benefit of propofol-based sedation without the added expense of anesthesia, is effective and safe for sedation of healthy patients. We investigated whether NAPCIS also is effective for patients who are difficult to sedate.We performed a retrospective study of patients who underwent upper endoscopy or colonoscopy with NAPCIS at a single center from January 2018 through April 2018. We reviewed records from patients who were heavy users of alcohol (n = 105), daily users of marijuana (n = 267) or opioids (n = 178), had a diagnosis of PTSD (n = 91), or were none of these (controls, n = 786). We compared mean fentanyl and propofol doses (adjusted for body weight), procedure and recovery times, procedure success rates, and adverse events.Compared with the controls, the marijuana group required higher mean adjusted sedative doses for colonoscopies (0.6 vs 0.4 mcg/kg fentanyl and 5.0 vs 4.7 mg/kg propofol; P ≤ .025 for both) and upper endoscopies (0.8 vs 0.3 mcg/kg fentanyl and 3.7 vs 3.2 mg/kg propofol; P ≤ .021 for both), the PTSD group required a higher dose of fentanyl for colonoscopies (0.6 vs 0.4 mcg/kg; P = .009), and the alcohol group required a higher dose of fentanyl for upper endoscopies (0.7 vs 0.3 mcg/kg; P.001). Procedure success rates were high (95.1%-100%) and did not differ significantly between the difficult-to-sedate groups and controls; mean procedure times (7.0-9.0 minutes for upper endoscopies, 21.1-22.9 minutes for colonoscopies) and recovery times (22.5-29.6 minutes) also were similar among groups. Upper endoscopies were associated with lower sedative doses and shorter procedure and recovery times than colonoscopies. Sedation-related adverse events were rare in all groups (only 26 cases total), and there were no serious complications or deaths.NAPCIS seems to be a safe and effective means of providing sedation for endoscopy to patients who may be difficult to sedate owing to alcohol, marijuana, or opioid use, or PTSD.

ImportanceIn the absence of readily-assessed and clinically-validated predictors of treatment response, pharmacologic management of major depressive disorder (MDD) often relies on trial and error.ObjectiveTo utilize electronic health records to identify predictors of treatment response, while preserving interpretability of predictions despite large numbers of covariates.DesignRetrospective cohort study.SettingTwo academic medical centers in Boston, including outpatient primary and specialty care clinics.Participants81,630 adults with a coded diagnosis of MDD.ExposureTreatment with 1 or more of 11 standard antidepressants.Main Outcomes and MethodsStable treatment, intended as a proxy for treatment effectiveness, defined as continued prescription of an antidepressant for 90 days. We trained supervised topic models to extract 10 interpretable covariates from coded clinical data for stability prediction. Then, using data from one hospital system (Site A) we trained generalized linear models and ensembles of decision trees to predict stability outcomes from topic features that summarize patient history. We evaluated on held-out patients from Site A as well as all individuals from a second hospital system (B).ResultsAmong the 81,630 adults (31% male; age 18-80 with mean 48.46), we identified 55,303 who reached a stable treatment regimen during follow-up. For held-out patients from Site A, mean area-under-the-receiver-operating-characteristic-curve (AUC) discrimination for general stability outcome was 0.627 (95% confidence interval (CI) 0.615 - 0.639) for our supervised topic model with 10 covariates. In evaluation on site B, our approach achieved similar AUC of 0.619 (95% CI 0.610 - 0.627). Building models to predict stability specific to a particular drug did not improve upon predicting general stability, even when using a harder-to-interpret ensemble classifier and 9,256 coded covariates (specific AUC = 0.647, 95% CI 0.635-0.658; general AUC = 0.661, 95% CI 0.648-0.672). Topics coherently captured clinical concepts associated with treatment response.Conclusions and RelevanceCoded clinical data available in electronic health records facilitated prediction of general treatment response, but not response to specific medications. While greater discrimination is likely required for clinical application, our results provide a simple and transparent baseline for such studies.FundingOracle Labs, Harvard SEAS, and National Institute of Mental Health.LinksSupplement document providing more results, links to interactive visualizations, and detailed procedures for reproducibility https://www.michaelchughes.com/papers/HughesEtAl_medRxiv2020_Supplement.pdfSTROBE checklist: https://www.michaelchughes.com/papers/HughesEtAl_medRxiv2020_STROBE_checklist.pdfOpen-source code for our proposed machine learning methods https://github.com/dtak/prediction-constrained-topic-modelsKey PointsQuestionHow well can coded clinical data from electronic health records be used to predict achievement of a stable antidepressant regimen in major depressive disorder?FindingsIn this in silico cohort study of 81,630 adults, we identified 55,303 who reached a stable antidepressant treatment regimen. Predictions using generalized linear models or ensembles of decision trees applied to diagnosis, procedure, and medication codes, as well as low-dimensional summaries of these codes via supervised topic models, achieved area under receiver operating characteristic curve values of ∼0.62-0.65; treatment-specific models performed no better than general treatment outcome models.MeaningCoded clinical data can facilitate prediction of antidepressant treatment outcomes, but medication-specific models do not outperform general response prediction models.

Autosomal dominant polycystic kidney disease (ADPKD) is the most commonly inherited renal disorder and the fourth most common cause of end-stage renal disease. ADPKD is a systemic disease with multiple extrarenal manifestations, including cystic involvement of other organs, such as the liver and pancreas, and connective tissue abnormalities. The prevalence of hernias is higher in patients with ADPKD. It has been hypothesized that these hernias are the result of abnormal extracellular matrix production and/or increased intra-abdominal pressure from the cyst burden. We present a case of a 56-year-old female with polycystic kidney disease who was admitted for an incarcerated ventral hernia. The patient presented with obstructive symptoms concerning for bowel impingement. The patient underwent operative management, and during the procedure, an incarcerated liver cyst was identified in the hernia sac. This was successfully reduced, and the hernia was repaired with mesh.

Multidrug-resistant infectious outbreaks associated with duodenoscope reuse have been documented internationally. A single-use endoscope could eliminate exogenous patient-to-patient infection associated with ERCP.We conducted a comparative bench simulation study of a new single-use and 3 models of reusable duodenoscopes on a synthetic anatomic bench model. Four ERCP tasks were performed: guidewire locking (single-use and 1 reusable duodenoscope only), plastic stent placement and removal, metal stent placement and removal, and basket sweeping. The study schedule included block randomization by 4 duodenoscopes, 4 tasks, and 2 anatomic model ERCP stations. Ability to complete tasks, task completion times, and subjective ratings of overall performance, navigation/pushability, tip control, and image quality on a scale of 1 (worst) to 10 (best) were compared among duodenoscopes.All 4 ERCP tasks (total 14 subtasks) were completed by 6 expert endoscopists using all 4 duodenoscopes, with similar task completion times (median, 1.5-8.0 minutes per task) and overall performance ratings by task (median, 8.0-10.0). Navigation/pushability ratings were lower for the single-use duodenoscope than for the 3 reusable duodenoscopes (median, 8.0, 10.0, 9.0, and 9.0, respectively; P .01). Tip control ratings were similar among all the duodenoscopes (median, 9.0-10.0; P = .77). Image quality ratings were lower for 1 reusable duodenoscope compared with the single-use and other 2 reusable duodenoscopes (median, 8.0, 9.0, 9.0, and 9.0, respectively; P .01).A new single-use duodenoscope was used to simulate 4 ERCP tasks in an anatomic model, with performance ratings and completion times comparable with 3 models of reusable duodenoscopes.

Background & Aims Disposable, single-use duodenoscopes might reduce outbreaks of infections associated with endoscope reuse. We tested the feasibility, preliminary safety, and performance of a new single-use duodenoscope in patients undergoing endoscopic retrograde cholangiopancreatography (ERCP). Methods We conducted a case-series study of the outcomes of ERCP with a single-use duodenoscope from April through May 2019 at 6 academic medical centers. We screened consecutive patients (18 years and older) without alterations in pancreaticobiliary anatomy and enrolled 73 patients into the study. Seven expert endoscopists performed roll-in maneuvers (duodenoscope navigation and visualization of duodenal papilla only) in 13 patients and then ERCPs in the 60 other patients. Outcomes analyzed included completion of ERCP for the intended clinical indication, crossover from a single-use duodenoscope to a reusable duodenoscope, endoscopist performance ratings of the device, and serious adverse events (assessed at 72 hours and 7 days). Results Thirteen (100%) roll-in maneuver cases were completed using the single-use duodenoscope. ERCPs were of American Society for Gastrointestinal Endoscopy procedural complexity grade 1 (least complex; 7 patients [11.7%]), grade 2 (26 patients [43.3%]), grade 3 (26 patients [43.3%]), and grade 4 (most complex; 1 patient [1.7%]). Fifty-eight ERCPs (96.7%) were completed using the single-use duodenoscope only and 2 ERCPs (3.3%) were completed using the single-use duodenoscope followed by crossover to a reusable duodenoscope. Median overall satisfaction was 9 out of 10. Three patients developed post-ERCP pancreatitis, 1 patient had post-sphincterotomy bleeding, and 1 patient had worsening of a preexisting infection and required rehospitalization. Conclusions In a case-series study, we found that expert endoscopists can complete ERCPs of a wide range of complexity using a single-use duodenoscope for nearly all cases. This alternative might decrease ERCP-related risk of infection. Clinicaltrials.gov no: NCT03701958 .

Background Accurate prediction of mesenteric venous involvement in pancreatic ductal adenocarcinoma (PDAC) is necessary for adequate staging and treatment. Methods A retrospective cohort study was conducted in PDAC patients at a single institution. All patients with resected PDAC and staging CT and EUS between 2003 and 2014 were included and sub-divided into “upfront resected” and “neoadjuvant chemotherapy (NAC)” groups. Independent imaging re-review was correlated to venous resection and venous invasion. Sensitivity, specificity, positive and negative predictive values were then calculated. Results A total of 109 patients underwent analysis, 60 received upfront resection, and 49 NAC. Venous resection (30%) and vein invasion (13%) was less common in patients resected upfront than those who received NAC (53% and 16%, respectively). Both CT and EUS had poor sensitivity (14–44%) but high specificity (75–95%) for detecting venous resection and vein invasion in patients resected upfront, whereas sensitivity was high (84–100%) and specificity was low (27–44%) after NAC. Conclusions Preoperative CT and EUS in PDAC have similar efficacy but different predictive capacity in assessing mesenteric venous involvement depending on whether patients are resected upfront or received NAC. Both modalities appear to significantly overestimate true vascular involvement and should be interpreted in the appropriate clinical context.

Background and Aims Iatrogenic infections related to duodenoscopes remain a top concern for medical centers where ERCP is performed. We assessed the long-term results and impact of key interventions in the optimization of a rigorous "culture and quarantine" program for duodenoscope reprocessing. Methods We reviewed a prospectively collected, quality assurance database of all duodenoscope cultures (n = 4307) obtained for the initial 3-year duration of culture and quarantine from 2014 to 2017 in a single U.S.-based, high-volume endoscopy center. All duodenoscopes were subject to manual cleaning and automated reprocessing and drying, followed by sampling using a modified protocol developed by the Centers for Disease Control and Prevention. Duodenoscopes were cultured per-use. Results A total of 4307 duodenoscope cultures were obtained during the study period. High-concern organisms were isolated from 33 of these cultures, resulting in a .697% high-level disinfection defect rate. Statistically significant interventions included withdrawal of a high-frequency culture-positive duodenoscope (scope A) from clinical service in addition to implementation of new manufacturer-recommended cleaning protocols. Withdrawal of a second high-frequency culture-positive duodenoscope (scope B) and a mandatory device retrofit had no effect on the observed rate of positive duodenoscope cultures. Conclusions Withdrawal of duodenoscopes with a high rate of culture positivity and optimizing manual cleaning practices have contributed to an overall decline in the high-level disinfection defect rate. A stringent culture and quarantine protocol allowed identification of the culprit endoscopes. There remains a much-needed role for an inexpensive and highly reliable method to check on the adequacy of reprocessing given the inherent complexity of these tasks.