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Abu Dayyeh, Barham

Mayo Clinic

Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN, USA.

Citations 8

Multicenter validation of a cholangioscopy artificial intelligence system for the evaluation of biliary tract disease
Marya, Neil B. , Powers, Patrick, Marcello, Matthew, Nasser‐Ghodsi, Navine , Rau, Prashanth , Mehta, Savant, Marshall, Christopher J., Leonor, Paul , Che, Kendrick , Petersen, Bret T. , Law, Ryan , Martin, John A. , AbiMansour, Jad P. , Abu Dayyeh, Barham, Storm, Andrew C , Vargas, Eric J , Marya, Neil B. , Thiruvengadam, Nikhil Ravi , Zivny, Jaroslav, Marshall, Christopher, Dayyeh, Barham K. Abu , Storm, Andrew C. , Petersen, Bret T. , Vargas, Eric J. , Chandrasekhara, Vinay

Endoscopy | July 6, 2025 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1055/a-2650-0789 Get It

Abstract Clinicians struggle to accurately classify biliary strictures as benign or malignant. Current endoscopic retrograde cholangiopancreatography (ERCP)-based sampling modalities including brush cytology and forceps biopsy have poor sensitivity for pathologic confirmation of malignancy. Cholangioscopy allows for direct visualization and sampling of biliary pathology; however, this technology is also associated with inaccurate classification of biliary disease. Previously, an artificial intelligence (AI) system that analyzes cholangioscopy footage was found to be more accurate in diagnosing biliary malignancy than ERCP sampling techniques. The aim of this study was to validate this AI system on a new series of examinations. Three academic centers collected all available unedited cholangioscopy recordings. The videos were processed by the cholangioscopy AI system. After analyzing videos, the AI system provided predictions as to whether malignancy was present. AI performance in classifying strictures was compared with the performance of brush cytology and forceps biopsy. 112 cholangioscopy examinations (containing 4 817 081 images) were generated from 99 patients. Of those examinations, 61 (54.5%) were for investigation of biliary strictures (31 [50.8%] benign, 30 [49.2%] malignant). For the correct classification of strictures, the AI system was 80.0% sensitive and 90.3% specific. It was also significantly more accurate for stricture classification (85.2%) than brush cytology (52.5%; P<0.001), forceps biopsy (68.2%; P=0.04), and the combination of brush cytology and forceps biopsy (66.7%; P=0.02). A previously developed cholangioscopy AI system was found to continually outperform standard ERCP sampling modalities for accurate identification of malignancy, without additional retraining, in a multicenter validation cohort.
Unraveling the Variability of Human Satiation: Implications for Precision Obesity Management
Cifuentes, Lizeth , Añazco, Diego , Fansa, Sima , McRae, Alison , Madhusudhan, Sunil, Kolkin, Elle, Ryks, Michael, Harmsen, William S. , Dayyeh, Barham Abu, Hensrud, Donald D. , Camilleri, Michael , Acosta, Andrés , Acosta, Andres , Anazco, Diego , McRae, Alison , Abu Dayyeh, Barham, Hensrud, Donald, Camilleri, M , O'Connor, Timothy R , Hurtado, Maria D. , Ghusn, Wissam , Campos, Alejandro , Ciotlos, Serban, Dayyeh, Barham K. Abu

No container title available | May 23, 2024 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.21203/rs.3.rs-4402499/v1 Get It

Abstract Satiation is the physiologic process that regulates meal size and termination, and it is quantified by the calories consumed to reach satiation. Given its role in energy intake, changes in satiation contribute to obesity's pathogenesis. Our study employed a protocolized approach to study the components of food intake regulation including a standardized breakfast, a gastric emptying study, appetite sensation testing, and a satiation measurement by an ad libitummeal test. These studies revealed that satiation is highly variable among individuals, and while baseline characteristics, anthropometrics, body composition and hormones, contribute to this variability, these factors do not fully account for it. To address this gap, we explored the role of a germline polygenic risk score, which demonstrated a robust association with satiation. Furthermore, we developed a machine-learning-assisted gene risk score to predict satiation and leveraged this prediction to anticipate responses to anti-obesity medications. Our findings underscore the significance of satiation, its inherent variability, and the potential of a genetic risk score to forecast it, ultimately allowing us to predict responses to different anti-obesity interventions.
Risk of non-hormonal cancer after bariatric surgery: meta-analysis of retrospective observational studies
Clapp, Benjamin , Portela, Ray , Sharma, Ishna , Nakanishi, Hayato , Marrero, Katie , Dayyeh, Barham Abu, Kendrick, Michael, Ghanem, Omar M. , Abu Dayyeh, Barham, Schauer, Philip R , Hálfdánarson, Þorvarður R.

British Journal of Surgery | October 4, 2022 | Volume: 110 | Issue: 1 | Pages: 24-33

10.1093/bjs/znac343 Get It

Abstract Background Obesity is associated with an increased incidence of at least 13 types of cancer. Although bariatric surgery has been associated with a reduced risk of hormonal cancers, data for non-hormonal cancers are scarce. The aim of this study was to evaluate the effect of bariatric surgery on the incidence of non-hormonal cancers. Methods Cochrane, Embase, PubMed, Scopus, and Web of Science were searched for articles between 1984 and 2018, following the PRISMA system. Meta-analysis was conducted using a random-effect model with subgroup analysis by procedure and cancer type. Results From 2526 studies screened, 15 were included. There were a total of 18 583 477 patients, 947 787 in the bariatric group and 17 635 690 in the control group. In comparison to the non-surgical group, the bariatric group had a lower incidence of cancer (OR .65 (95 per cent c.i. 0.53 to 0.80); P &lt; 0.002). In the subgroup analysis, Roux-en-Y gastric bypass and sleeve gastrectomy were associated with decreased risk of developing cancer, while no difference was observed with adjustable gastric banding. When evaluated by cancer type, liver (OR 0.417 (95 per cent c.i. 0.323 to 0.538)), colorectal (OR 0.64 (95 per cent c.i. 0.49 to 0.84)), kidney and urinary tract cancer (OR 0.77 (95 per cent c.i. 0.72 to 0.83)), oesophageal (OR 0.60 (95 per cent c.i. 0.43 to 0.85)), and lung cancer (OR 0.796 (95 per cent c.i. 0.45 to 0.80)) also presented a lower cancer incidence in the bariatric group. Conclusion Bariatric surgery is related to an almost 50 per cent reduction in the risk of non-hormonal cancers.
Association of gastric emptying with postprandial appetite and satiety sensations in obesity
Gonzalez‐Izundegui, Daniel, Campos, Alejandro , Ricardo-Silgado, Maria Laura , Cifuentes, Lizeth , Decker, Paul A. , Tran, Linh , Burton, Duane, Dayyeh, Barham Abu, Camilleri, Michael , Eckel‐Passow, Jeanette E. , Calderon, Gerardo, Ricardo-Silgado, Maria L, Abu Dayyeh, Barham, Camilleri, M , Acosta, Andres , Campos, Alejandro , Calderon-Lopez, Gerardo , Decker, Paul A. , Vargas, Eric J. , Acosta, Andrés

Obesity | July 27, 2021 | Volume: 29 | Issue: 9 | Pages: 1497-1507

10.1002/oby.23204 Get It

AbstractObjectiveSatiety, defined as the duration of the sensation of fullness, is usually measured by validated visual analog scales (VAS) for appetite. Gastric function plays a key role in food intake regulation. However, the association between gastric emptying (GE) and VAS appetite is unknown.MethodsIn this cross‐sectional study, 134 participants (mean [SEM] age = 39 [0.8] years, mean [SEM] BMI = 38 [0.5] kg/m2, 67% females) completed simultaneous measurements of GE and VAS appetite. After a 320‐kcal meal, GE was measured by scintigraphy and appetite by validated 100‐mm VAS for 240 minutes. Satiation was defined as calories consumed to terminate meal and was measured by an ad libitum meal. GE, VAS, and ad libitum meal tests were measured on the same day. Percent of meal retention in the stomach, VAS area under curve (AUC0‐240 min), and overall appetite score (OAS) were calculated. Pearson correlation (ρ) determined the association of GE with VAS appetite and satiation. Appetite components were also analyzed by quartiles based on GE120 min.ResultsGE120 min was correlated with sensation of VAS hungerAUC(0‐240 min) (ρ = 0.24, p = 0.004), fullnessAUC(0‐240 min) (ρ = 0.16, p = 0.05), and OASAUC(0‐240 min) (ρ = 0.20, p = 0.02). Patients with rapid GE120 min had a mean increase in VAS hungerAUC(0‐240 min) by 32 mm/min (15.62%, p = 0.03) compared with normal/slow GE120 min.ConclusionsGE is associated with the sensations of appetite, and rapid GE is associated with increased appetite, which may contribute to weight gain.
Selection of Antiobesity Medications Based on Phenotypes Enhances Weight Loss: A Pragmatic Trial in an Obesity Clinic
Acosta, Andrés , Camilleri, Michael , Dayyeh, Barham Abu, Mcrae, Alison, Rossini, William, Burton, Duane D. , Clark, Matthew M. , Abu Dayyeh, Barham, Calderon, Gerardo, Burton, Duane, Acosta, Andres , Calderon-Lopez, Gerardo , González, Daniel , Singh, Sneha

Obesity | March 24, 2021 | Volume: 29 | Issue: 4 | Pages: 662-671

10.1002/oby.23120 Get It

ObjectiveLittle is known about the predictors of response to obesity interventions.MethodsIn 450 participants with obesity, body composition, resting energy expenditure, satiety, satiation, eating behavior, affect, and physical activity were measured by validated studies and questionnaires. These variables were used to classify obesity phenotypes. Subsequently, in a 12‐month, pragmatic, real‐world trial performed in a weight management center, 312 patients were randomly assigned to phenotype‐guided treatment or non‐phenotype‐guided treatment with antiobesity medications: phentermine, phentermine/topiramate, bupropion/naltrexone, lorcaserin, and liraglutide. The primary outcome was weight loss at 12 months.ResultsFour phenotypes of obesity were identified in 383 of 450 participants (85%): hungry brain (abnormal satiation), emotional hunger (hedonic eating), hungry gut (abnormal satiety), and slow burn (decreased metabolic rate). In 15% of participants, no phenotype was identified. Two or more phenotypes were identified in 27% of patients. In the pragmatic clinical trial, the phenotype‐guided approach was associated with 1.75‐fold greater weight loss after 12 months with mean weight loss of 15.9% compared with 9.0% in the non‐phenotype‐guided group (difference −6.9% [95% CI −9.4% to −4.5%], P < 0.001), and the proportion of patients who lost >10% at 12 months was 79% in the phenotype‐guided group compared with 34% with non‐phenotype‐guided treatment group.ConclusionsBiological and behavioral phenotypes elucidate human obesity heterogeneity and can be targeted pharmacologically to enhance weight loss.
The cost‐effectiveness of pharmacotherapy and lifestyle intervention in the treatment of obesity
Lee, Minyi , Lauren, Brianna N. , Zhan, Tiannan , Choi, Jin , Klebanoff, Matthew J. , Dayyeh, Barham Abu, Taveras, Elsie M. , Kaplan, Lee M. , Hur, Chin , Abu Dayyeh, Barham, Corey, Kathleen E.

Obesity Science & Practice | November 22, 2019 | Volume: 6 | Issue: 2 | Pages: 162-170

10.1002/osp4.390 Get It

SummaryBackgroundThe Food and Drug Administration has approved several pharmacotherapies for the treatment of obesity. This study assesses the cost‐effectiveness of six pharmacotherapies and lifestyle intervention for people with mild obesity (body mass indices [BMIs] 30 to 35).MethodsA microsimulation model was constructed to compare seven weight loss strategies plus no treatment: intensive lifestyle intervention, orlistat, phentermine, phentermine/topiramate, lorcaserin, liraglutide, and semaglutide. Weight loss, quality‐of‐life scores, and costs were estimated using clinical trials and other published literature. Endpoints included costs, quality‐adjusted life years (QALYs), and incremental cost‐effectiveness ratios (ICERs) with a willingness‐to‐pay (WTP) threshold of $100 000/QALY. Results were analysed at 1‐, 3‐, and 5‐year time horizons.ResultsAt each of the three follow‐up periods, phentermine was the cost‐effective strategy, with ICERs of $46 258/QALY, $20 157/QALY, and $17 880/QALY after 1, 3, and 5 years, respectively. Semaglutide was the most effective strategy in the 3‐ and 5‐year time horizons, with total QALYs of 2.224 and 3.711, respectively. However, the ICERs were prohibitively high at $1 437 340/QALY after 3 years and $576 931/QALY after 5 years. Deterministic and probabilistic sensitivity analyses indicated these results were robust.ConclusionsPhentermine is the cost‐effective pharmacologic weight‐loss strategy. Although semaglutide is the most effective, it is not cost‐effective because of its high price.
Endoscopic gastroplasty for weight loss: are we finally there?
Dayyeh, Barham Abu, Abu Dayyeh, Barham

Endoscopy | November 28, 2018 | Volume: 50 | Issue: 12 | Pages: 1141-1142

10.1055/a-0759-1787 Get It

Endoscopic management of bile leaks after liver transplantation: An analysis of two high-volume transplant centers
Sendino, Oriol , Fernández-Simón, Alejandro , Law, Ryan , Dayyeh, Barham Abu, Leise, Michael D. , Chavez-Rivera, Karina, Córdova, Henry , Colmenero, Jordi , Crespo, Gonzalo , Miguel, Cristina Rodríguez de , Fondevila, Constantino , Llach, Josep, Navasa, Miquel , Baron, Todd H. , Abu Dayyeh, Barham, Leise, Michael, Llach, Josep, Cárdenas, Andrés , Crespo, Gonzalo , Colmenero, Jordi

United European Gastroenterology Journal | May 25, 2017 | Volume: 6 | Issue: 1 | Pages: 89-96

10.1177/2050640617712869 Get It

Background Bile leak after liver transplantation (LT) is commonly treated with endoscopic retrograde cholangiopancreatography (ERCP); however, there are limited data regarding the optimal treatment strategy. Objective We aimed to examine the role of ERCP in LT recipients with bile leaks at two large institutions. Methods We reviewed all ERCPs performed in LT recipients with bile leak and duct-to-duct biliary anastomosis at two high-volume transplant centers. Results Eighty patients were included. Forty-seven (59%) patients underwent ERCP with plastic stent placement (with or without sphincterotomy) and 33 patients (41%) underwent sphincterotomy alone. Complete resolution was obtained in 94% of the stent group vs. 58% of the sphincterotomy group ( p < 0.01). There was no difference in three-month survival among both groups. Percutaneous transhepatic therapy and surgery were required in 4% and 6% in the stent group vs. 12% and 42% in the sphincterotomy group, respectively ( p = 0.22 and p < 0.001). The only predictive factor of bile leak resolution was stent placement. Conclusion ERCP with plastic stent placement is highly successful and more effective than sphincterotomy alone for post-LT bile leak treatment. These results indicate that ERCP and plastic stent placement should be considered the standard of care for the treatment of bile leaks in LT.