Clinical and Translational Gastroenterology最新文献

筛选
英文 中文
Evaluating the Use of Environmental and Polygenic Risk Scores to Inform Colorectal Cancer Risk-Based Surveillance Intervals.
IF 3 3区 医学
Clinical and Translational Gastroenterology Pub Date : 2024-11-13 DOI: 10.14309/ctg.0000000000000782
Rebecca Landy, Hormuzd A Katki, Wen-Yi Huang, Difei Wang, Minta Thomas, Flora Qu, Neal D Freedman, Erikka Loftfield, Jianxin Shi, Ulrike Peters, Li Hsu, Robert E Schoen, Sonja I Berndt
{"title":"Evaluating the Use of Environmental and Polygenic Risk Scores to Inform Colorectal Cancer Risk-Based Surveillance Intervals.","authors":"Rebecca Landy, Hormuzd A Katki, Wen-Yi Huang, Difei Wang, Minta Thomas, Flora Qu, Neal D Freedman, Erikka Loftfield, Jianxin Shi, Ulrike Peters, Li Hsu, Robert E Schoen, Sonja I Berndt","doi":"10.14309/ctg.0000000000000782","DOIUrl":"https://doi.org/10.14309/ctg.0000000000000782","url":null,"abstract":"<p><strong>Introduction: </strong>United States Multi-Society Task Force colonoscopy surveillance intervals are based solely on adenoma characteristics, without accounting for other risk factors. We investigated whether a risk model including demographic, environmental, and genetic risk factors could individualize surveillance intervals under an \"equal management of equal risks\" framework.</p><p><strong>Methods: </strong>Using 14,069 individuals from the Prostate, Lung, Colorectal, and Ovarian Cancer Screening Trial who had a diagnostic colonoscopy following an abnormal flexible sigmoidoscopy, we modeled the risk of colorectal cancer, considering the diagnostic colonoscopy finding, baseline risk factors (e.g., age and sex), 19 lifestyle and environmental risk factors, and a polygenic risk score for colorectal cancer. Ten-year absolute cancer risks for each diagnostic colonoscopy finding (advanced adenomas [N = 2,446], ≥3 non-advanced adenomas [N = 483], 1-2 non-advanced adenomas [N = 4,400], and no adenoma [N = 7,183]) were used as implicit risk thresholds for recommended surveillance intervals.</p><p><strong>Results: </strong>The area under the curve for the model including colonoscopy findings, baseline characteristics, and polygenic risk score was 0.658. Applying the equal management of equal risks framework, 28.2% of individuals with no adenoma and 42.7% of those with 1-2 non-advanced adenomas would be considered high risk and assigned a significantly shorter surveillance interval than currently recommended. Among individuals who developed cancer within 10 years, 52.4% with no adenoma and 48.3% with 1-2 non-advanced adenomas would have been considered high risk and assigned a shorter surveillance interval.</p><p><strong>Discussion: </strong>Using a personalized risk-based model has the potential to identify individuals with no adenoma or 1-2 non-advanced adenomas, who are higher risk and may benefit from shorter surveillance intervals.</p>","PeriodicalId":10278,"journal":{"name":"Clinical and Translational Gastroenterology","volume":" ","pages":""},"PeriodicalIF":3.0,"publicationDate":"2024-11-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142817504","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Pathology-Driven Automation to Improve Updating Documented Follow-Up Recommendations in the Electronic Health Record After Colonoscopy.
IF 3 3区 医学
Clinical and Translational Gastroenterology Pub Date : 2024-11-13 DOI: 10.14309/ctg.0000000000000785
Elizabeth R Stevens, Arielle Nagler, Casey Monina, JaeEun Kwon, Amanda Olesen Wickline, Gary Kalkut, David Ranson, Seth A Gross, Aasma Shaukat, Adam Szerencsy
{"title":"Pathology-Driven Automation to Improve Updating Documented Follow-Up Recommendations in the Electronic Health Record After Colonoscopy.","authors":"Elizabeth R Stevens, Arielle Nagler, Casey Monina, JaeEun Kwon, Amanda Olesen Wickline, Gary Kalkut, David Ranson, Seth A Gross, Aasma Shaukat, Adam Szerencsy","doi":"10.14309/ctg.0000000000000785","DOIUrl":"https://doi.org/10.14309/ctg.0000000000000785","url":null,"abstract":"<p><strong>Introduction: </strong>Failure to document colonoscopy follow-up needs postpolypectomy can lead to delayed detection of colorectal cancer (CRC). Automating the update of a unified follow-up date in the electronic health record (EHR) may increase the number of patients with guideline-concordant CRC follow-up screening.</p><p><strong>Methods: </strong>Prospective pre-post design study of an automated rules engine-based tool using colonoscopy pathology results to automate updates to documented CRC screening due dates was performed as an operational initiative, deployed enterprise-wide May 2023. Participants were aged 45-75 years who received a colonoscopy November 2022 to November 2023. Primary outcome measure is rate of updates to screening due dates and proportion with recommended follow-up < 10 years. Multivariable log-binomial regression was performed (relative risk, 95% confidence intervals).</p><p><strong>Results: </strong>Study population included 9,824 standard care and 19,340 intervention patients. Patients had a mean age of 58.6 ± 8.6 years and were 53.4% female, 69.6% non-Hispanic White, 13.5% non-Hispanic Black, 6.5% Asian, and 4.6% Hispanic. Postintervention, 46.7% of follow-up recommendations were updated by the rules engine. The proportion of patients with a 10-year default follow-up frequency significantly decreased (88.7%-42.8%, P < 0.001). The mean follow-up frequency decreased by 1.9 years (9.3-7.4 years, P < 0.001). Overall likelihood of an updated follow-up date significantly increased (relative risk 5.62, 95% confidence intervals: 5.30-5.95, P < 0.001).</p><p><strong>Discussion: </strong>An automated rules engine-based tool has the potential to increase the accuracy of colonoscopy follow-up dates recorded in patient EHR. The results emphasize the opportunity for more automated and integrated solutions for updating and maintaining EHR health maintenance activities.</p>","PeriodicalId":10278,"journal":{"name":"Clinical and Translational Gastroenterology","volume":" ","pages":""},"PeriodicalIF":3.0,"publicationDate":"2024-11-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142812231","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Effects of Testosterone Replacement Therapy in Adult Men With Metabolic Dysfunction-Associated Steatotic Liver Disease: A Systematic Review and Meta-analysis. 睾酮替代疗法对代谢功能障碍伴有脂肪肝的成年男性的影响:系统回顾与元分析》。
IF 3 3区 医学
Clinical and Translational Gastroenterology Pub Date : 2024-11-06 DOI: 10.14309/ctg.0000000000000787
Maya Mahmoud, Hassan Kawtharany, Mohamed Awali, Nadine Mahmoud, Islam Mohamed, Wing-Kin Syn
{"title":"The Effects of Testosterone Replacement Therapy in Adult Men With Metabolic Dysfunction-Associated Steatotic Liver Disease: A Systematic Review and Meta-analysis.","authors":"Maya Mahmoud, Hassan Kawtharany, Mohamed Awali, Nadine Mahmoud, Islam Mohamed, Wing-Kin Syn","doi":"10.14309/ctg.0000000000000787","DOIUrl":"10.14309/ctg.0000000000000787","url":null,"abstract":"<p><strong>Introduction: </strong>Sex steroids modulate metabolic dysfunction-associated steatotic liver disease (MASLD) pathobiology. We hypothesized that testosterone treatment (TT) modulates progression of MASLD and performed a systematic review to evaluate the efficacy of TT on liver steatosis and fibrosis.</p><p><strong>Methods: </strong>We searched PubMed and Embase from inception until November 2023. We screened 1,489 studies and identified 9 eligible studies. We assessed risk of bias for randomized trials using RoB-2 \"Cochrane risk of bias tool for randomized trials,\" nonrandomized studies using ROBINS-I tool \"Risk of Bias In Nonrandomized Studies-of Interventions,\" and Murad's tool for single-arm studies. We pooled estimates using RevMan 5.</p><p><strong>Results: </strong>Three randomized controlled trials|, 4 nonrandomized studies, and 2 single-arm studies were identified. The population of interest comprised men with MASLD. TT was administered at varying doses, routes, and frequencies, with follow-up ranging from 12 weeks to 8 years. Liver fibrosis and steatosis were assessed using liver biopsy in 3 studies, CT/MRI in 5, and serum scores in 2. All studies provided evidence of reduction in liver steatosis with TT compared with no TT. In addition, the LiFT (randomized controlled trials) trial demonstrated a resolution of MASLD/ metabolic dysfunction-associated steatohepatitis and a regression in liver fibrosis. TT led to decrease in liver enzymes. Studies were heterogenous in terms of population characteristics, treatment modalities, endpoints, and follow-up. Adverse events were comparable between the 2 groups.</p><p><strong>Discussion: </strong>TT is a promising treatment option for men with MASLD and low testosterone. It may improve liver steatosis and reduce liver fibrosis. Large, double-blinded randomized placebo-controlled trials are needed.</p>","PeriodicalId":10278,"journal":{"name":"Clinical and Translational Gastroenterology","volume":" ","pages":""},"PeriodicalIF":3.0,"publicationDate":"2024-11-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142582199","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Size of Pelvic Outlet as a Potential Risk Factor of Fecal Incontinence: A Population-Based Exploratory Analysis. 作为大便失禁潜在风险因素的骨盆出口大小:基于人群的探索性分析。
IF 3 3区 医学
Clinical and Translational Gastroenterology Pub Date : 2024-11-05 DOI: 10.14309/ctg.0000000000000789
Brent Hiramoto, Bryn E Falahee, Mayssan Muftah, Ryan Flanagan, Eric D Shah, Walter W Chan
{"title":"Size of Pelvic Outlet as a Potential Risk Factor of Fecal Incontinence: A Population-Based Exploratory Analysis.","authors":"Brent Hiramoto, Bryn E Falahee, Mayssan Muftah, Ryan Flanagan, Eric D Shah, Walter W Chan","doi":"10.14309/ctg.0000000000000789","DOIUrl":"10.14309/ctg.0000000000000789","url":null,"abstract":"<p><strong>Introduction: </strong>The impact of pelvic bone structure on fecal incontinence (FI) is unclear. We assessed the association between weight-adjusted pelvic area and FI.</p><p><strong>Methods: </strong>This was a population-based analysis of the National Health and Nutrition Examination Survey in 2005-2006. Participants who completed the bowel health survey and dual-energy x-ray absorptiometry were included.</p><p><strong>Results: </strong>On multivariable analysis of 2,772 participants, the lowest pelvic area quartile predicted increased FI compared with the third (odds ratio [OR]: 2.05, confidence interval [CI]: 1.18-3.56, P = 0.014) and fourth (OR: 1.94, CI: 1.02-3.70, P = 0.045) quartiles. Sex-stratified analyses found similar association among female patients only.</p><p><strong>Discussion: </strong>Small pelvic area on dual-energy x-ray absorptiometry is a potential risk factor of FI.</p>","PeriodicalId":10278,"journal":{"name":"Clinical and Translational Gastroenterology","volume":" ","pages":""},"PeriodicalIF":3.0,"publicationDate":"2024-11-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142582196","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Treatment of Vedolizumab With Exclusive Enteral Nutrition in Adult Patients With Moderate to Severe Crohn's Disease (Crohn Exclusive Enteral Nutrition Study). 在中重度克罗恩病成年患者中使用维多珠单抗配合纯肠内营养治疗(CEEN 研究)。
IF 3 3区 医学
Clinical and Translational Gastroenterology Pub Date : 2024-11-01 DOI: 10.14309/ctg.0000000000000759
Jing Wang, Zhishun Tang, Jiao Li, Anning Yin, Yaqing Xu, Liping Zou, Haixia Ren, Jian Kang, Juan Su, Qian Zhou, Yang Wang, Wei Wang, Jing Zhang, Huipeng Wan, Ping An
{"title":"Treatment of Vedolizumab With Exclusive Enteral Nutrition in Adult Patients With Moderate to Severe Crohn's Disease (Crohn Exclusive Enteral Nutrition Study).","authors":"Jing Wang, Zhishun Tang, Jiao Li, Anning Yin, Yaqing Xu, Liping Zou, Haixia Ren, Jian Kang, Juan Su, Qian Zhou, Yang Wang, Wei Wang, Jing Zhang, Huipeng Wan, Ping An","doi":"10.14309/ctg.0000000000000759","DOIUrl":"10.14309/ctg.0000000000000759","url":null,"abstract":"<p><strong>Introduction: </strong>Despite increasing studies confirming the efficacy of vedolizumab (VDZ) in Crohn's disease (CD), improving the responses to this biologic agent remains challenging in clinical practice. In this article, we investigated the efficacy of combined treatment of VDZ and 16-week exclusive enteral nutrition (EEN) in moderately to severely active CD.</p><p><strong>Methods: </strong>From October 2020 to October 2023, 81 patients with moderately to severely active CD treated with VDZ from 2 inflammatory bowel disease centers were retrospectively selected. Forty-one patients received treatment of VDZ with concomitant 16-week EEN (VDZ + EEN cohort), and 40 patients received VDZ treatment alone (VDZ cohort). Clinical and biological outcomes were evaluated. Endoscopic response and mucosal healing were assessed by colonoscopy at weeks 16 and 52.</p><p><strong>Results: </strong>There was no statistically significant difference between 2 groups at baseline for demographic and clinical characteristics. Compared with patients treated with VDZ alone, patients in the VDZ + EEN cohort achieved higher rates of clinical response (84.2% vs 40.0%), clinical remission (81.6% vs 30.0%), endoscopic response (91.4% vs 34.6%), including mucosal healing (85.7% vs 26.9%) at week 16. The superiority of VDZ + EEN treatment sustained in maintenance, with 76.7% (vs 33.3%) clinical response, 70.0% (vs 26.7%) clinical remission, 76.9% (vs 33.3%) endoscopic response, and 61.5% (vs 26.7%) mucosal healing at week 52. None of the patients experienced severe adverse events.</p><p><strong>Discussion: </strong>VDZ with concomitant 16-week EEN might be an effective and optimized approach with solid efficacy in the induction and maintenance treatment of active CD.</p>","PeriodicalId":10278,"journal":{"name":"Clinical and Translational Gastroenterology","volume":" ","pages":"e00759"},"PeriodicalIF":3.0,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11596336/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142016550","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Evaluation of Chronic Pancreatitis Prognosis Score in an American Cohort. 评估美国队列中的慢性胰腺炎预后评分。
IF 3 3区 医学
Clinical and Translational Gastroenterology Pub Date : 2024-11-01 DOI: 10.14309/ctg.0000000000000758
Soo Kyung Park, Darwin L Conwell, Phil A Hart, Shuang Li, Kimberly Stello, Evan L Fogel, William E Fisher, Christopher E Forsmark, Stephen J Pandol, Walter G Park, Mark Topazian, Jose Serrano, Santhi Swaroop Vege, Stephen K Van Den Eeden, Liang Li, Dhiraj Yadav, Jami L Saloman
{"title":"Evaluation of Chronic Pancreatitis Prognosis Score in an American Cohort.","authors":"Soo Kyung Park, Darwin L Conwell, Phil A Hart, Shuang Li, Kimberly Stello, Evan L Fogel, William E Fisher, Christopher E Forsmark, Stephen J Pandol, Walter G Park, Mark Topazian, Jose Serrano, Santhi Swaroop Vege, Stephen K Van Den Eeden, Liang Li, Dhiraj Yadav, Jami L Saloman","doi":"10.14309/ctg.0000000000000758","DOIUrl":"10.14309/ctg.0000000000000758","url":null,"abstract":"<p><strong>Introduction: </strong>Chronic Pancreatitis Prognosis Score (COPPS) was developed to discriminate disease severity and predict risk for future hospitalizations. In this cohort study, we evaluated if COPPS predicts the likelihood of hospitalization(s) in an American cohort.</p><p><strong>Methods: </strong>The Chronic Pancreatitis, Diabetes, and Pancreatic Cancer consortium provided data and serum from subjects with chronic pancreatitis (N = 279). COPPS was calculated with baseline data and stratified by severity (low, moderate, and high). Primary endpoints included number and duration of hospitalizations during 12-month follow-up.</p><p><strong>Results: </strong>The mean ± SD COPPS was 8.4 ± 1.6. COPPS correlated with all primary outcomes: hospitalizations for any reason (number: r = 0.15, P = 0.01; duration: r = 0.16, P = 0.01) and pancreas-related hospitalizations (number: r = 0.15, P = 0.02; duration: r = 0.13, P = 0.04). The severity distribution was 13.3% low, 66.0% moderate, and 20.8% high. 37.6% of subjects had ≥1 hospitalization(s) for any reason; 32.2% had ≥1 pancreas-related hospitalizations. All primary outcomes were significantly different between severity groups: hospitalizations for any reason (number, P = 0.004; duration, P = 0.007) and pancreas-related hospitalizations (number, P = 0.02; duration, P = 0.04). The prevalence of continued drinking at follow-up ( P = 0.04) was higher in the low and moderate groups. The prevalence of anxiety at enrollment ( P = 0.02) and follow-up ( P < 0.05) was higher in the moderate and high groups.</p><p><strong>Discussion: </strong>Statistically, COPPS significantly correlated with hospitalization outcomes, but the correlations were weaker than in previous studies, which may be related to the outpatient nature of the PROspective Evaluation of Chronic Pancreatitis for EpidEmiologic and Translational StuDies cohort and lower prevalence of high severity disease. Studies in other prospective cohorts are needed to understand the full utility of COPPS as a potential tool for clinical risk assessment and intervention.</p>","PeriodicalId":10278,"journal":{"name":"Clinical and Translational Gastroenterology","volume":" ","pages":"e00758"},"PeriodicalIF":3.0,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11596705/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141975161","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Digesting Digital Health: A Study of Appropriateness and Readability of ChatGPT-Generated Gastroenterological Information. 消化数字健康:ChatGPT 生成的肠胃病信息的适宜性和可读性研究。
IF 3 3区 医学
Clinical and Translational Gastroenterology Pub Date : 2024-11-01 DOI: 10.14309/ctg.0000000000000765
Avi Toiv, Zachary Saleh, Angela Ishak, Eva Alsheik, Deepak Venkat, Neilanjan Nandi, Tobias E Zuchelli
{"title":"Digesting Digital Health: A Study of Appropriateness and Readability of ChatGPT-Generated Gastroenterological Information.","authors":"Avi Toiv, Zachary Saleh, Angela Ishak, Eva Alsheik, Deepak Venkat, Neilanjan Nandi, Tobias E Zuchelli","doi":"10.14309/ctg.0000000000000765","DOIUrl":"10.14309/ctg.0000000000000765","url":null,"abstract":"<p><strong>Introduction: </strong>The advent of artificial intelligence-powered large language models capable of generating interactive responses to intricate queries marks a groundbreaking development in how patients access medical information. Our aim was to evaluate the appropriateness and readability of gastroenterological information generated by Chat Generative Pretrained Transformer (ChatGPT).</p><p><strong>Methods: </strong>We analyzed responses generated by ChatGPT to 16 dialog-based queries assessing symptoms and treatments for gastrointestinal conditions and 13 definition-based queries on prevalent topics in gastroenterology. Three board-certified gastroenterologists evaluated output appropriateness with a 5-point Likert-scale proxy measurement of currency, relevance, accuracy, comprehensiveness, clarity, and urgency/next steps. Outputs with a score of 4 or 5 in all 6 categories were designated as \"appropriate.\" Output readability was assessed with Flesch Reading Ease score, Flesch-Kinkaid Reading Level, and Simple Measure of Gobbledygook scores.</p><p><strong>Results: </strong>ChatGPT responses to 44% of the 16 dialog-based and 69% of the 13 definition-based questions were deemed appropriate, and the proportion of appropriate responses within the 2 groups of questions was not significantly different ( P = 0.17). Notably, none of ChatGPT's responses to questions related to gastrointestinal emergencies were designated appropriate. The mean readability scores showed that outputs were written at a college-level reading proficiency.</p><p><strong>Discussion: </strong>ChatGPT can produce generally fitting responses to gastroenterological medical queries, but responses were constrained in appropriateness and readability, which limits the current utility of this large language model. Substantial development is essential before these models can be unequivocally endorsed as reliable sources of medical information.</p>","PeriodicalId":10278,"journal":{"name":"Clinical and Translational Gastroenterology","volume":" ","pages":"e00765"},"PeriodicalIF":3.0,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11596446/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142104913","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Deep Learning and Automatic Differentiation of Pancreatic Lesions in Endoscopic Ultrasound: A Transatlantic Study. 深度学习与内窥镜超声波胰腺病变的自动分辨--一项跨大西洋研究。
IF 3 3区 医学
Clinical and Translational Gastroenterology Pub Date : 2024-11-01 DOI: 10.14309/ctg.0000000000000771
Miguel Mascarenhas Saraiva, Mariano González-Haba, Jessica Widmer, Francisco Mendes, Tamas Gonda, Belen Agudo, Tiago Ribeiro, António Costa, Yousef Fazel, Marcos Eduardo Lera, Eduardo Horneaux de Moura, Matheus Ferreira de Carvalho, Alexandre Bestetti, João Afonso, Miguel Martins, Maria João Almeida, Filipe Vilas-Boas, Pedro Moutinho-Ribeiro, Susana Lopes, Joana Fernandes, João Ferreira, Guilherme Macedo
{"title":"Deep Learning and Automatic Differentiation of Pancreatic Lesions in Endoscopic Ultrasound: A Transatlantic Study.","authors":"Miguel Mascarenhas Saraiva, Mariano González-Haba, Jessica Widmer, Francisco Mendes, Tamas Gonda, Belen Agudo, Tiago Ribeiro, António Costa, Yousef Fazel, Marcos Eduardo Lera, Eduardo Horneaux de Moura, Matheus Ferreira de Carvalho, Alexandre Bestetti, João Afonso, Miguel Martins, Maria João Almeida, Filipe Vilas-Boas, Pedro Moutinho-Ribeiro, Susana Lopes, Joana Fernandes, João Ferreira, Guilherme Macedo","doi":"10.14309/ctg.0000000000000771","DOIUrl":"10.14309/ctg.0000000000000771","url":null,"abstract":"<p><strong>Introduction: </strong>Endoscopic ultrasound (EUS) allows for characterization and biopsy of pancreatic lesions. Pancreatic cystic neoplasms (PCN) include mucinous (M-PCN) and nonmucinous lesions (NM-PCN). Pancreatic ductal adenocarcinoma (P-DAC) is the commonest pancreatic solid lesion (PSL), followed by pancreatic neuroendocrine tumor (P-NET). Although EUS is preferred for pancreatic lesion evaluation, its diagnostic accuracy is suboptimal. This multicentric study aims to develop a convolutional neural network (CNN) for detecting and distinguishing PCN (namely M-PCN and NM-PCN) and PSL (particularly P-DAC and P-NET).</p><p><strong>Methods: </strong>A CNN was developed with 378 EUS examinations from 4 international reference centers (Centro Hospitalar Universitário São João, Hospital Universitario Puerta de Hierro Majadahonda, New York University Hospitals, Hospital das Clínicas Faculdade de Medicina da Universidade de São Paulo). About 126.000 images were obtained-19.528 M-PCN, 8.175 NM-PCN, 64.286 P-DAC, 29.153 P-NET, and 4.858 normal pancreas images. A trinary CNN differentiated normal pancreas tissue from M-PCN and NM-PCN. A binary CNN distinguished P-DAC from P-NET. The total data set was divided into a training and testing data set (used for model's evaluation) in a 90/10% ratio. The model was evaluated through its sensitivity, specificity, positive and negative predictive values, and accuracy.</p><p><strong>Results: </strong>The CNN had 99.1% accuracy for identifying normal pancreatic tissue, 99.0% and 99.8% for M-PCN and NM-PCN, respectively. P-DAC and P-NET were distinguished with 94.0% accuracy.</p><p><strong>Discussion: </strong>Our group developed the first worldwide CNN capable of detecting and differentiating the commonest PCN and PSL in EUS images, using examinations from 4 centers in 2 continents, minimizing the impact of the demographic bias. Larger multicentric studies are needed for technology implementation.</p>","PeriodicalId":10278,"journal":{"name":"Clinical and Translational Gastroenterology","volume":" ","pages":"e00771"},"PeriodicalIF":3.0,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11596526/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142342738","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Liraglutide and Colesevelam Change Serum and Fecal Bile Acid Levels in a Randomized Trial With Patients With Bile Acid Diarrhea. 在一项针对胆汁酸腹泻患者的随机试验中,利拉鲁肽和可乐定会改变血清和粪便中的胆汁酸水平。
IF 3 3区 医学
Clinical and Translational Gastroenterology Pub Date : 2024-11-01 DOI: 10.14309/ctg.0000000000000772
Anne-Marie Ellegaard, Martin L Kårhus, Lukasz Krych, David P Sonne, Julie L Forman, Svend H Hansen, Lars Ove Dragsted, Dennis S Nielsen, Filip K Knop
{"title":"Liraglutide and Colesevelam Change Serum and Fecal Bile Acid Levels in a Randomized Trial With Patients With Bile Acid Diarrhea.","authors":"Anne-Marie Ellegaard, Martin L Kårhus, Lukasz Krych, David P Sonne, Julie L Forman, Svend H Hansen, Lars Ove Dragsted, Dennis S Nielsen, Filip K Knop","doi":"10.14309/ctg.0000000000000772","DOIUrl":"10.14309/ctg.0000000000000772","url":null,"abstract":"<p><strong>Introduction: </strong>Both liraglutide and colesevelam improve bile acid diarrhea symptoms. Colesevelam binds excess amounts of diarrhea-causing bile acids in the colon, whereas the mode of action for liraglutide remains elusive. In this article, we examined the impact of colesevelam and liraglutide treatment on the concentrations of bile acids in serum and feces and the fecal microbiota composition to better understand the 2 drugs' modes of action.</p><p><strong>Methods: </strong>Bile acid species were analyzed in serum and fecal samples from a randomized, double-blind, double-dummy trial at baseline and after 3 and 6 weeks of orally administered colesevelam (1,875 mg twice daily, n = 26) or subcutaneously administered liraglutide (uptitrated by weekly increments of 0.6 mg from 0.6 to 1.8 mg daily, n = 26) in patients with 75 selenium-homotaurocholic acid test-verified, idiopathic, or postcholecystectomy bile acid diarrhea. Fecal microbiota composition was analyzed by 16S rRNA gene amplicon sequencing at the same time points.</p><p><strong>Results: </strong>Colesevelam increased the fecal concentrations of all bile acid species, whereas it decreased serum concentrations of secondary bile acids. Liraglutide induced a small increase in serum unconjugated bile acid concentrations without affecting fecal bile acid concentrations. No changes in fecal microbiota composition were observed with either treatment.</p><p><strong>Discussion: </strong>Colesevelam and liraglutide exhibit distinct effects on serum and fecal bile acid concentrations with colesevelam reducing serum concentrations of secondary bile acids and promoting fecal bile acid excretion, whereas liraglutide enhances serum concentrations of unconjugated bile acids, potentially through deceleration of small intestinal transit time allowing more time for passive absorption of bile acids.</p>","PeriodicalId":10278,"journal":{"name":"Clinical and Translational Gastroenterology","volume":"15 11","pages":"e00772"},"PeriodicalIF":3.0,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11596762/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142726493","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Dynamics of Splenic Transient Elastography in Patients With Alcohol Use Disorder. 酒精使用障碍患者脾脏瞬态弹性成像的动态变化。
IF 3 3区 医学
Clinical and Translational Gastroenterology Pub Date : 2024-11-01 DOI: 10.14309/ctg.0000000000000770
Mian B Khalid, Hanna L Blaney, Anusha Vittal, Alexander H Yang, Bilal A Asif, Natasha Kamal, Elizabeth C Wright, Chris Koh, David George, David Goldman, Yvonne Horneffer, Nancy Diazgranados, Theo Heller
{"title":"Dynamics of Splenic Transient Elastography in Patients With Alcohol Use Disorder.","authors":"Mian B Khalid, Hanna L Blaney, Anusha Vittal, Alexander H Yang, Bilal A Asif, Natasha Kamal, Elizabeth C Wright, Chris Koh, David George, David Goldman, Yvonne Horneffer, Nancy Diazgranados, Theo Heller","doi":"10.14309/ctg.0000000000000770","DOIUrl":"10.14309/ctg.0000000000000770","url":null,"abstract":"<p><strong>Introduction: </strong>Splenic stiffness (SS) measurement (SSM) is an evolving noninvasive assessment to evaluate portal hypertension. Studies with respect to SSM in patients with alcohol use disorder are limited.</p><p><strong>Methods: </strong>We studied patients seeking treatment for alcohol use disorder in an inpatient treatment protocol at the National Institutes of Health and parsed SSM into 3 groups based on degree of change.</p><p><strong>Results: </strong>The improved SS group had statistically higher initial SSM and a nonstatistically increased liver stiffness measurement compared with others.</p><p><strong>Discussion: </strong>SS is dynamic in a subset of patients immediately after alcohol cessation, and improved SS is associated with a normalization of platelet count.</p>","PeriodicalId":10278,"journal":{"name":"Clinical and Translational Gastroenterology","volume":" ","pages":"e00770"},"PeriodicalIF":3.0,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11596594/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142281264","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
相关产品
×
本文献相关产品
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信