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Correction to: Clinical Evolution, Complications, and Need for Advanced Therapy in Patients With Ulcerative Colitis (Abstract S2018); Pioneering Minimally Invasive Management of Pancreatic Neuroendocrine Tumor: First EUS-RFA Case in Colombia (Abstract S3312); and Jejunal Diverticulum With Arteriovenous Malformation (Abstract S4758). 修正:溃疡性结肠炎患者的临床演变、并发症和高级治疗需求(摘要S2018);开创性的胰腺神经内分泌肿瘤微创治疗:哥伦比亚首例EUS-RFA病例(摘要S3312);空肠憩室伴动静脉畸形(摘要S4758)。
Pub Date : 2026-01-22 DOI: 10.14309/ajg.0000000000003893
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引用次数: 0
Low-dose aspirin continuation during gastric ESD in patients with low thrombotic risk: a randomized trial. 低血栓形成风险患者胃ESD期间继续服用低剂量阿司匹林:一项随机试验。
Pub Date : 2026-01-22 DOI: 10.14309/ajg.0000000000003928
Noriya Uedo,Takuji Gotoda,Kohei Takizawa,Takuji Akamatsu,Hisashi Doyama,Osamu Dohi,Koichi Kawabe,Shoichi Kayaba,Yoshimasa Miura,Satoshi Ono,Ichiro Oda,Kiyotaka Umeki,Tatsuya Mikami,Toshiyuki Yoshio,Kenshi Matsumoto,Mitsuru Matsuda,Yoshinobu Yamamoto,Yasuaki Nagami,Takeshi Yamashina,Hideki Ishikawa,
OBJECTIVESThe recommendation to discontinue low-dose aspirin (LDA) during the periprocedural period of endoscopic submucosal dissection (ESD) for early gastric cancer (EGC) remains controversial in patients at low thrombotic risk. If continuation of LDA does not increase bleeding risk, gastric ESD could be safely performed under sustained antiplatelet effects, benefiting patients. This study aimed to evaluate whether continuation of LDA is non-inferior to discontinuation regarding ESD-related bleeding risk in patients with low thrombotic risk.METHODSPatients with gastric mucosal neoplasms and low thrombotic risk who were taking LDA were eligible. Participants were randomly assigned to either the Discontinuation or Continuation group. No prophylaxis was performed except for cauterizing exposed vessels at the ulcer base. The primary endpoint was the incidence of ESD-related major bleeding.RESULTSA total of 551 patients were enrolled. In the modified intent-to-treat analysis, the incidence of ESD-related major bleeding (95% CI) was 7.6% (4.8-11) in the Discontinuation group (n=276) and 10% (6.9-14) in the Continuation group (n=275), yielding a risk difference of 2.5% (-2.3 to 7.4). The upper limit of the two-sided 90% CI (6.6%) exceeded the predefined non-inferiority margin (Δ5%, P = 0.157). The per-protocol analysis supported this negative result, with a risk difference of 4.4% (-0.5 to 9.5). Two patients in the Continuation group developed cerebral infarction.CONCLUSIONSThe non-inferiority of LDA continuation over discontinuation for ESD-related major bleeding in gastric ESD was not demonstrated. Therefore, discontinuation of LDA during the periprocedural period is recommended for patients with low thrombotic risk. (UMIN000013177).
目的:对于低血栓形成风险的早期胃癌(EGC)患者,在内镜下粘膜剥离(ESD)围手术期停止低剂量阿司匹林(LDA)的建议仍存在争议。如果继续使用LDA不会增加出血风险,则胃ESD可以在持续抗血小板作用下安全地进行,使患者受益。本研究旨在评估在低血栓形成风险患者中,继续服用LDA是否优于停止服用。方法采用LDA治疗的低血栓形成风险的胃粘膜肿瘤患者。参与者被随机分配到停药组或继续用药组。除了烧灼溃疡底部暴露的血管外,没有进行任何预防。主要终点是静电放电相关大出血的发生率。结果共纳入551例患者。在修改后的意向治疗分析中,停药组(n=276) esd相关大出血发生率(95% CI)为7.6%(4.8-11),续药组(n=275)为10%(6.9-14),风险差异为2.5%(-2.3至7.4)。双侧90% CI的上限(6.6%)超过了预定的非劣效性边界(Δ5%, P = 0.157)。每个方案分析支持这一阴性结果,风险差异为4.4%(-0.5至9.5)。延续组2例患者发生脑梗死。结论继续使用LDA治疗胃ESD相关大出血的非劣效性尚未得到证实。因此,对于血栓形成风险低的患者,建议在围手术期停用LDA。(UMIN000013177)。
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引用次数: 0
Ethical and Practical Considerations for Mental Health Screening in Adult Patients with Inflammatory Bowel Disease. 成人炎症性肠病患者心理健康筛查的伦理和实践考虑。
Pub Date : 2026-01-22 DOI: 10.14309/ajg.0000000000003927
Alyse Bedell,Alexandra R McDermott,Jordan E Karpin,Tina G Rodriguez,Laura R Glick,Clara B Aeder,David T Rubin
BACKGROUNDAdults with inflammatory bowel disease (IBD) experience disproportionately high rates of comorbid mental health conditions, including depression and anxiety, which are associated with increased disease activity, reduced treatment adherence, higher healthcare utilization, and reduced quality of life. In this narrative review, we discuss ethical and practical considerations for mental health screening in adult patients with IBD and propose actionable strategies for implementation in gastroenterology practices.METHODSThis narrative review applies the Four-Box Model of Clinical Medical Ethics to evaluate challenges and opportunities associated with anxiety and depression screening in IBD care. Practical considerations were developed based on existing literature on mental health screening in medical settings and expert opinion.RESULTSMental health screening in gastroenterology clinics is ethically justified and practically feasible when implemented with appropriate safeguards. Key challenges include limited visit time, clinician discomfort, symptom overlap between IBD and mental health comorbidities, and management of suicidal ideation. Opportunities include leveraging validated brief screening tools, normalizing mental health discussions, and establishing clear workflows for positive screens.CONCLUSIONThe implementation of routine mental health screening for adults with IBD aligns with core ethical principles and supports comprehensive biopsychosocial care. With thoughtful implementation, gastroenterology practices can improve identification of depression and anxiety and facilitate timely access to appropriate mental health services.
研究背景:患有炎症性肠病(IBD)的成年人患有包括抑郁和焦虑在内的精神疾病共病的比例高得不成比例,这与疾病活动性增加、治疗依从性降低、医疗保健利用率提高和生活质量下降有关。在这篇叙述性综述中,我们讨论了对成年IBD患者进行心理健康筛查的伦理和现实考虑,并提出了在胃肠病学实践中实施的可行策略。方法应用临床医学伦理学的四盒模型对IBD护理中焦虑和抑郁筛查相关的挑战和机遇进行评价。根据关于医疗环境中心理健康筛查的现有文献和专家意见,制定了实际考虑。结果胃肠病学门诊的心理健康筛查在伦理上是合理的,在适当的保障措施下是切实可行的。主要的挑战包括有限的就诊时间,临床医生的不适,IBD和精神健康合并症之间的症状重叠,以及自杀意念的管理。机会包括利用经过验证的简短筛查工具,使心理健康讨论正常化,并为阳性筛查建立明确的工作流程。结论对成人IBD患者实施常规心理健康筛查符合核心伦理原则,支持全面的生物心理社会护理。经过深思熟虑的实施,胃肠病学实践可以改善抑郁症和焦虑症的识别,并促进及时获得适当的精神卫生服务。
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引用次数: 0
Cost-effectiveness of first-line regimens for Helicobacter pylori infection in the United States. 美国幽门螺杆菌感染一线治疗方案的成本效益。
Pub Date : 2026-01-21 DOI: 10.14309/ajg.0000000000003924
Ligang Liu,Kang Wang,Marjorie V Neidecker,Haoran Yang,Nahata C Milap
INTRODUCTIONHelicobacter pylori (H. pylori) infection remains a significant global health burden. The 2024 American College of Gastroenterology (ACG) guideline recommended bismuth quadruple therapy (BQT) as the first-line treatment for treatment-naive patients. This study aimed to assess the cost-effectiveness of five regimens from a US healthcare payer perspective.METHODSA Markov model was employed to evaluate five H. pylori eradication regimens: (1) clarithromycin triple therapy, (2) vonoprazan dual therapy, (3) vonoprazan triple therapy, (4) rifabutin triple therapy, and (5) BQT. We simulated a hypothetical cohort of treatment-naïve adults with H. pylori over 1-, 10-, 20-year and lifetime horizons. Model outcomes were measured in incremental cost-effectiveness ratios (ICERs) and net monetary benefit (NMB) at willingness-to-pay (WTP) thresholds of $100,000 and $150,000/QALY. Deterministic and probabilistic sensitivity analysis (PSA) were performed to assess model robustness.RESULTSBQT had the lowest lifetime cost per patient ($ 193,651) and was used as the reference. Rifabutin and vonoprazan triple therapies had ICERs of $45,971 and $290,572 per QALY gained, respectively. Clarithromycin triple and vonoprazan dual therapies were dominated by BQT. Rifabutin triple therapy had the highest NMB, followed by BQT. Scenario analysis confirmed that rifabutin triple therapy maintained the highest NMB over 10- and 20-year horizons. Sensitivity analyses identified eradication rates of BQT were among the most influential parameters. PSA showed rifabutin triple therapy had the highest probability of being cost-effective at both WTP thresholds, followed by BQT.CONCLUSIONBQT was found to be the cost-effective first-line treatment. Rifabutin triple therapy was a cost-effective alternative. Policymakers should prioritize BQT and rifabutin triple therapy versus other therapies.
幽门螺杆菌(h.p ylori)感染仍然是一个重大的全球健康负担。2024年美国胃肠病学学会(ACG)指南推荐将铋四联疗法(BQT)作为首次治疗患者的一线治疗。本研究旨在从美国医疗保健支付者的角度评估五种方案的成本效益。方法采用马尔可夫模型对5种根除幽门螺杆菌方案进行评价:(1)克拉霉素三联治疗、(2)伏诺哌嗪双联治疗、(3)伏诺哌嗪三联治疗、(4)利福布汀三联治疗和(5)BQT。我们模拟了一个假设的队列treatment-naïve成人幽门螺杆菌超过1年,10年,20年和一生的视野。在支付意愿(WTP)阈值为100,000美元和150,000美元/QALY时,以增量成本效益比(ICERs)和净货币效益(NMB)来衡量模型结果。采用确定性和概率敏感性分析(PSA)来评估模型的稳健性。结果bqt患者终身成本最低(193,651美元),可作为参考。利福布汀和vonoprazan三联疗法的ICERs分别为45,971美元和290,572美元/ QALY。克拉霉素三联治疗和伏诺哌嗪双联治疗以BQT为主。利福布汀三联治疗NMB最高,BQT次之。情景分析证实,利法布汀三联疗法在10年和20年期间保持最高的NMB。敏感性分析发现BQT根除率是影响最大的参数之一。PSA显示,利福布汀三联疗法在两个WTP阈值下的成本效益概率最高,其次是BQT。结论bqt是一种经济有效的一线治疗方法。利法布汀三联疗法是一种具有成本效益的替代疗法。决策者应优先考虑BQT和利福普汀三联疗法,而不是其他疗法。
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引用次数: 0
Gallstone Ileus: A Rare Complication of EUS-Guided Gallbladder Drainage. 胆石性肠梗阻:eus引导胆囊引流术中一种罕见的并发症。
Pub Date : 2026-01-21 DOI: 10.14309/ajg.0000000000003926
Arsalan Khan,Dayyan Adoor,Gregory Schaefer,Matthew Krafft
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引用次数: 0
Treatment Delays and Survival in Patients with Hepatocellular Carcinoma: A Multicenter Cohort Study. 肝细胞癌患者的治疗延迟和生存:一项多中心队列研究。
Pub Date : 2026-01-21 DOI: 10.14309/ajg.0000000000003923
Mohammad Jarrah,Nicole E Rich,Gloria Figueroa,Stephanie Marie Garces,Mohammed Al-Hasan,Lisa Quirk,Sruthi Yekkaluri,Julia Terrell,Hannah Pitts,Suaiba Syeda,Patricia D Jones,Adam Yopp,Amit G Singal
BACKGROUND AIMSAlthough treatment delays have been reported for several cancers, fewer studies have described the prevalence, contributing factors, and impact on survival in patients with HCC. We aimed to evaluate these aspects in a multicenter cohort.METHODSWe conducted a retrospective cohort study of patients diagnosed with HCC from 2010 to 2018 across 4 U.S. health systems. Treatment delay was defined as the first treatment >90 days after HCC diagnosis. Univariable and multivariable logistic regression analyses were performed to identify factors associated with treatment delays. The association between treatment delay and overall survival was evaluated using multivariable Cox regression analysis.RESULTSAmong 1,561 eligible patients (median age 61.7 years, 75.0% men, 65.5% BCLC stage 0/A), treatment delays occurred in 357 (22.9%) patients. Treatment delays were most frequent with BCLC stage 0 (31.1%), followed by stage A (24.3%), stage B (22.6%), and stage C (13.6%). Men (OR 0.68, 95%CI 0.51 - 0.91) and patients with BCLC stage C HCC (vs stage A: OR 0.40, 95%CI 0.25 - 0.63) were less likely to experience delays, whereas those with BCLC stage 0 (vs stage A: OR 1.56, 95%CI 1.06 - 2.29) were more likely to experience delays. In a 6-month landmark analysis, survival did not differ between delayed vs. timely treatment (HR 1.09, 95%CI 0.87 - 1.37). Median survival from the 6-month landmark was 12.1 months (IQR: 5.5 - 23.3) and 14.6 months (IQR: 5.1 - 30.0) for the treatment delay and timely treatment groups, respectively.CONCLUSIONTreatment delays exceeding 90 days occurred in over one-fifth of patients but were not associated with significant differences in survival.
虽然有几种癌症的治疗延迟的报道,但很少有研究描述HCC患者的患病率、影响因素和对生存的影响。我们的目的是在一个多中心队列中评估这些方面。方法:我们对2010年至2018年美国4个卫生系统中诊断为HCC的患者进行了一项回顾性队列研究。治疗延迟定义为HCC诊断后90天内首次治疗。进行单变量和多变量logistic回归分析以确定与治疗延误相关的因素。使用多变量Cox回归分析评估治疗延迟与总生存期之间的关系。结果在1561例符合条件的患者中(中位年龄61.7岁,75.0%为男性,65.5%为BCLC 0/A期),357例(22.9%)患者出现治疗延迟。治疗延迟最常见的是BCLC 0期(31.1%),其次是A期(24.3%)、B期(22.6%)和C期(13.6%)。男性(OR 0.68, 95%CI 0.51 - 0.91)和BCLC C期HCC患者(vs A期:OR 0.40, 95%CI 0.25 - 0.63)不太可能出现延迟,而BCLC 0期患者(vs A期:OR 1.56, 95%CI 1.06 - 2.29)更可能出现延迟。在6个月的里程碑分析中,延迟治疗和及时治疗的生存率没有差异(HR 1.09, 95%CI 0.87 - 1.37)。延迟治疗组和及时治疗组从6个月里程碑开始的中位生存期分别为12.1个月(IQR: 5.5 - 23.3)和14.6个月(IQR: 5.1 - 30.0)。结论:超过五分之一的患者治疗延迟超过90天,但与生存率无显著差异。
{"title":"Treatment Delays and Survival in Patients with Hepatocellular Carcinoma: A Multicenter Cohort Study.","authors":"Mohammad Jarrah,Nicole E Rich,Gloria Figueroa,Stephanie Marie Garces,Mohammed Al-Hasan,Lisa Quirk,Sruthi Yekkaluri,Julia Terrell,Hannah Pitts,Suaiba Syeda,Patricia D Jones,Adam Yopp,Amit G Singal","doi":"10.14309/ajg.0000000000003923","DOIUrl":"https://doi.org/10.14309/ajg.0000000000003923","url":null,"abstract":"BACKGROUND AIMSAlthough treatment delays have been reported for several cancers, fewer studies have described the prevalence, contributing factors, and impact on survival in patients with HCC. We aimed to evaluate these aspects in a multicenter cohort.METHODSWe conducted a retrospective cohort study of patients diagnosed with HCC from 2010 to 2018 across 4 U.S. health systems. Treatment delay was defined as the first treatment >90 days after HCC diagnosis. Univariable and multivariable logistic regression analyses were performed to identify factors associated with treatment delays. The association between treatment delay and overall survival was evaluated using multivariable Cox regression analysis.RESULTSAmong 1,561 eligible patients (median age 61.7 years, 75.0% men, 65.5% BCLC stage 0/A), treatment delays occurred in 357 (22.9%) patients. Treatment delays were most frequent with BCLC stage 0 (31.1%), followed by stage A (24.3%), stage B (22.6%), and stage C (13.6%). Men (OR 0.68, 95%CI 0.51 - 0.91) and patients with BCLC stage C HCC (vs stage A: OR 0.40, 95%CI 0.25 - 0.63) were less likely to experience delays, whereas those with BCLC stage 0 (vs stage A: OR 1.56, 95%CI 1.06 - 2.29) were more likely to experience delays. In a 6-month landmark analysis, survival did not differ between delayed vs. timely treatment (HR 1.09, 95%CI 0.87 - 1.37). Median survival from the 6-month landmark was 12.1 months (IQR: 5.5 - 23.3) and 14.6 months (IQR: 5.1 - 30.0) for the treatment delay and timely treatment groups, respectively.CONCLUSIONTreatment delays exceeding 90 days occurred in over one-fifth of patients but were not associated with significant differences in survival.","PeriodicalId":520099,"journal":{"name":"The American Journal of Gastroenterology","volume":"48 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2026-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146005447","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Addiction in Gastrointestinal and Liver Disorders. 胃肠和肝脏疾病中的成瘾。
Pub Date : 2026-01-21 DOI: 10.14309/ajg.0000000000003925
Sasha Deutsch-Link,Isabelle S Byers,Hyundam Gu,Juan Pablo Arab
Addiction intersects with a wide range of gastrointestinal (GI) and liver diseases, impacting the development of disease and long-term outcomes. This review highlights the most clinically relevant substance use disorders in gastroenterology and hepatology, including alcohol use disorder (AUD), opioid use disorder, and cannabis use disorder. AUD can lead to alcohol-associated liver disease, which is one of the primary causes of liver disease in the United States and is currently the leading indication for liver transplantation. AUD is also associated with the development of GI malignancies. Opioid use disorder is associated with impaired foregut motility, opioid-induced constipation, narcotic bowel syndrome, and increased risk of hepatitis C virus in the setting of injection drug use. Cannabis use disorder is associated with cannabis hyperemesis syndrome, and synthetic cannabinoids have demonstrated hepatotoxic effects. Effective management of substance use disorders in GI and liver diseases requires a multidisciplinary approach that incorporates behavioral interventions and pharmacotherapy. Medications for alcohol use disorder and opioid use disorder are underutilized despite strong evidence for safety and efficacy, even in patients with hepatic dysfunction. Gastroenterologists and hepatologists are often well-positioned to identify and address substance use disorders early and should strive to provide coordinated care that improves both addiction and GI/liver-related outcomes.
成瘾与广泛的胃肠道(GI)和肝脏疾病相交,影响疾病的发展和长期结果。本综述强调了胃肠病学和肝病学中最具临床相关性的物质使用障碍,包括酒精使用障碍(AUD)、阿片类药物使用障碍和大麻使用障碍。AUD可导致酒精相关性肝病,这是美国肝脏疾病的主要原因之一,也是目前肝移植的主要指征。AUD也与消化道恶性肿瘤的发生有关。阿片类药物使用障碍与前肠动力受损、阿片类药物引起的便秘、麻醉性肠综合征以及注射吸毒时丙型肝炎病毒风险增加有关。大麻使用障碍与大麻呕吐综合征有关,合成大麻素已证明具有肝毒性作用。有效管理胃肠道和肝脏疾病中的物质使用障碍需要多学科方法,包括行为干预和药物治疗。尽管有强有力的安全性和有效性证据,但治疗酒精使用障碍和阿片类药物使用障碍的药物未得到充分利用,即使在肝功能障碍患者中也是如此。胃肠病学家和肝病学家通常能够很好地识别和早期处理物质使用障碍,并应努力提供协调的护理,以改善成瘾和胃肠道/肝脏相关的结果。
{"title":"Addiction in Gastrointestinal and Liver Disorders.","authors":"Sasha Deutsch-Link,Isabelle S Byers,Hyundam Gu,Juan Pablo Arab","doi":"10.14309/ajg.0000000000003925","DOIUrl":"https://doi.org/10.14309/ajg.0000000000003925","url":null,"abstract":"Addiction intersects with a wide range of gastrointestinal (GI) and liver diseases, impacting the development of disease and long-term outcomes. This review highlights the most clinically relevant substance use disorders in gastroenterology and hepatology, including alcohol use disorder (AUD), opioid use disorder, and cannabis use disorder. AUD can lead to alcohol-associated liver disease, which is one of the primary causes of liver disease in the United States and is currently the leading indication for liver transplantation. AUD is also associated with the development of GI malignancies. Opioid use disorder is associated with impaired foregut motility, opioid-induced constipation, narcotic bowel syndrome, and increased risk of hepatitis C virus in the setting of injection drug use. Cannabis use disorder is associated with cannabis hyperemesis syndrome, and synthetic cannabinoids have demonstrated hepatotoxic effects. Effective management of substance use disorders in GI and liver diseases requires a multidisciplinary approach that incorporates behavioral interventions and pharmacotherapy. Medications for alcohol use disorder and opioid use disorder are underutilized despite strong evidence for safety and efficacy, even in patients with hepatic dysfunction. Gastroenterologists and hepatologists are often well-positioned to identify and address substance use disorders early and should strive to provide coordinated care that improves both addiction and GI/liver-related outcomes.","PeriodicalId":520099,"journal":{"name":"The American Journal of Gastroenterology","volume":"30 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2026-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146005446","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Machine Learning Model Predicts Recurrent Clostridioides difficile Infection in Patients With Inflammatory Bowel Disease (Recur CDI-IBD). 机器学习模型预测炎症性肠病(复发性CDI-IBD)患者复发性艰难梭菌感染。
Pub Date : 2026-01-21 DOI: 10.14309/ajg.0000000000003922
Raseen Tariq,Ankita Sethi,Shivaram Arunachalam,Darrell S Pardi,William A Faubion,Sahil Khanna
INTRODUCTIONClostridioides difficile infection (CDI) present a significant challenge in patients with inflammatory bowel disease (IBD), with high recurrence rates and complications. Predicting recurrent CDI (rCDI) in IBD patients is crucial for implementing targeted interventions to improve patient outcomes. This study aimed to develop and validate a predictive model (RecurCDI-IBD) using supervised machine learning (ML) to identify IBD patients at high risk of developing rCDI.METHODSData were collected from adult IBD patients diagnosed with CDI between 2013 and 2021. Inclusion criteria included adult patients with a confirmed diagnosis of CDI and a history of IBD. The Gradient Boosting Machine learning model (XGBoost) was used to train a binary classification model. Feature engineering included demographic data (age, gender), clinical data (IBD subtype, medication use, comorbidities), and laboratory data. The primary outcome was the occurrence of rCDI within 60 days of the initial CDI episode.RESULTSThe RecurCDI-IBD model achieved an accuracy of 80.05% and an Area Under the Curve of 0.88 for predicting recurrent CDI. Key predictive features included IBD subtype, gender, specific medications (such as steroids and anti-TNF agents), and comorbidities (such as chronic pulmonary and renal disease).CONCLUSIONThe RecurCDI-IBD model demonstrates good discriminatory ability with balanced precision and recall in identifying IBD patients at higher risk for recurrent CDI. These findings highlight the potential of data-driven approaches to support clinical risk assessment. Further studies incorporating larger and more diverse cohorts and prospective external validation are needed to confirm generalizability and optimize clinical applicability.
艰难梭菌感染(CDI)是炎症性肠病(IBD)患者面临的一个重大挑战,具有高复发率和并发症。预测IBD患者复发性CDI (rCDI)对于实施有针对性的干预措施以改善患者预后至关重要。本研究旨在开发和验证一个预测模型(RecurCDI-IBD),使用监督机器学习(ML)来识别IBD患者发生rCDI的高风险。方法收集2013年至2021年间诊断为CDI的成年IBD患者的数据。纳入标准包括确诊为CDI和有IBD病史的成年患者。采用梯度增强机器学习模型(XGBoost)训练二值分类模型。特征工程包括人口统计数据(年龄、性别)、临床数据(IBD亚型、药物使用、合并症)和实验室数据。主要终点是首次CDI发作后60天内rCDI的发生。结果RecurCDI-IBD模型预测复发性CDI的准确率为80.05%,曲线下面积为0.88。主要预测特征包括IBD亚型、性别、特定药物(如类固醇和抗tnf药物)和合并症(如慢性肺部和肾脏疾病)。结论RecurCDI-IBD模型在识别复发性CDI高风险IBD患者方面具有良好的区分能力,具有平衡的准确率和召回率。这些发现突出了数据驱动方法支持临床风险评估的潜力。需要进一步的研究纳入更大、更多样化的队列和前瞻性外部验证,以确认其普遍性和优化临床适用性。
{"title":"Machine Learning Model Predicts Recurrent Clostridioides difficile Infection in Patients With Inflammatory Bowel Disease (Recur CDI-IBD).","authors":"Raseen Tariq,Ankita Sethi,Shivaram Arunachalam,Darrell S Pardi,William A Faubion,Sahil Khanna","doi":"10.14309/ajg.0000000000003922","DOIUrl":"https://doi.org/10.14309/ajg.0000000000003922","url":null,"abstract":"INTRODUCTIONClostridioides difficile infection (CDI) present a significant challenge in patients with inflammatory bowel disease (IBD), with high recurrence rates and complications. Predicting recurrent CDI (rCDI) in IBD patients is crucial for implementing targeted interventions to improve patient outcomes. This study aimed to develop and validate a predictive model (RecurCDI-IBD) using supervised machine learning (ML) to identify IBD patients at high risk of developing rCDI.METHODSData were collected from adult IBD patients diagnosed with CDI between 2013 and 2021. Inclusion criteria included adult patients with a confirmed diagnosis of CDI and a history of IBD. The Gradient Boosting Machine learning model (XGBoost) was used to train a binary classification model. Feature engineering included demographic data (age, gender), clinical data (IBD subtype, medication use, comorbidities), and laboratory data. The primary outcome was the occurrence of rCDI within 60 days of the initial CDI episode.RESULTSThe RecurCDI-IBD model achieved an accuracy of 80.05% and an Area Under the Curve of 0.88 for predicting recurrent CDI. Key predictive features included IBD subtype, gender, specific medications (such as steroids and anti-TNF agents), and comorbidities (such as chronic pulmonary and renal disease).CONCLUSIONThe RecurCDI-IBD model demonstrates good discriminatory ability with balanced precision and recall in identifying IBD patients at higher risk for recurrent CDI. These findings highlight the potential of data-driven approaches to support clinical risk assessment. Further studies incorporating larger and more diverse cohorts and prospective external validation are needed to confirm generalizability and optimize clinical applicability.","PeriodicalId":520099,"journal":{"name":"The American Journal of Gastroenterology","volume":"183 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2026-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146005008","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
An Artificial Intelligence-Guided Strategy to Reduce Poor Bowel Preparation: A Multicenter Randomized Controlled Study. 人工智能引导策略减少肠道准备不良:一项多中心随机对照研究。
Pub Date : 2026-01-20 DOI: 10.14309/ajg.0000000000003921
Antonio Z Gimeno-García,Federica Benítez-Zafra,Ignacio Redondo-Zaera,Noelia Cruz-Perdomo,Michelle Bautista,Dalia Morales-Arráez,Alberto Pardo-Balteiro,Pilar Borque,Marco A Navarro-Dávila,Alejandro Jiménez-Sosa,Rubén Berenguer,Juan Tellechea,Silvia Alayón-Miranda,Jorge Mon,Ana Romero,Laura Álvarez,Rocío Del Castillo,Aroa Perdomo,Domingo Hernández-Negrín,Sharay Gámez,Yaiza Cedrés,Paula Haridian Quintana-Díaz,Fabiola Pérez-González,David Nicolás-Pérez,Manuel Hernández-Guerra
OBJECTIVESProper bowel preparation is crucial for increasing the adenoma detection rate. A novel application based on the use of a convolutional neural network (CNN) can differentiate between adequate and inadequate bowel preparation on the basis of images of rectal effluents taken before the examination. The aim of this study was to evaluate whether a software-driven approach improves colon cleansing quality during colonoscopies compared with standard care.METHODSA multicenter randomized controlled trial was conducted. Consecutive patients were assigned to a standard-care group or an intervention group. The latter group was trained to use a web application linked to a CNN, enabling them to send a picture of their most recent rectal effluent and receive feedback on the adequacy of their bowel preparation. Patients were instructed to follow the recommendations provided by the platform.RESULTSOverall, 774 patients were eligible and randomized. The intention-to-treat analysis revealed statistically significant differences in bowel cleansing quality in favor of the intervention group (91% vs. 84.2%, OR 1.88, 95% CI [1.21-2.93)], P=0.005). The right and left colon exhibited better cleansing in the intervention group (90.4% vs. 84.8%, P=0.016 and 95.3% vs. 91.5%, P=0.03, respectively). In the per-protocol analysis, bowel cleansing quality was also significantly higher in the intervention group, both overall (93.3% vs. 85.6%, OR 2.34 (1.36-4.02), P=0.002) and by segment. When aiming for excellent bowel preparation (BBPS >7), cleansing was significantly better in the intervention group overall and by segment.CONCLUSIONA software application-driven colon cleansing process improves preparation quality in outpatients (NCT05871814).
目的适当的肠道准备是提高腺瘤检出率的关键。一项基于卷积神经网络(CNN)的新应用可以根据检查前拍摄的直肠流出物图像来区分肠道准备充分和不充分。本研究的目的是评估与标准护理相比,软件驱动的方法是否能提高结肠镜检查期间的结肠清洁质量。方法采用多中心随机对照试验。连续的患者被分配到标准治疗组或干预组。后一组被训练使用一个与CNN相连的网络应用程序,使他们能够发送他们最近的直肠流出物的照片,并收到关于他们肠道准备是否充分的反馈。患者被指示遵循平台提供的建议。结果共纳入774例患者。意向治疗分析显示,干预组在肠道清洁质量方面存在统计学差异(91%对84.2%,OR 1.88, 95% CI [1.21-2.93], P=0.005)。干预组左、右结肠清洁效果较好(90.4%∶84.8%,P=0.016; 95.3%∶91.5%,P=0.03)。在按方案分析中,干预组的肠道清洁质量也显著更高,无论是总体(93.3% vs. 85.6%, OR 2.34 (1.36-4.02), P=0.002)还是分段。当以良好的肠道准备(BBPS >7)为目标时,干预组的整体和部分清洁明显更好。结论应用软件驱动的结肠清洁流程提高了门诊患者的制剂质量(NCT05871814)。
{"title":"An Artificial Intelligence-Guided Strategy to Reduce Poor Bowel Preparation: A Multicenter Randomized Controlled Study.","authors":"Antonio Z Gimeno-García,Federica Benítez-Zafra,Ignacio Redondo-Zaera,Noelia Cruz-Perdomo,Michelle Bautista,Dalia Morales-Arráez,Alberto Pardo-Balteiro,Pilar Borque,Marco A Navarro-Dávila,Alejandro Jiménez-Sosa,Rubén Berenguer,Juan Tellechea,Silvia Alayón-Miranda,Jorge Mon,Ana Romero,Laura Álvarez,Rocío Del Castillo,Aroa Perdomo,Domingo Hernández-Negrín,Sharay Gámez,Yaiza Cedrés,Paula Haridian Quintana-Díaz,Fabiola Pérez-González,David Nicolás-Pérez,Manuel Hernández-Guerra","doi":"10.14309/ajg.0000000000003921","DOIUrl":"https://doi.org/10.14309/ajg.0000000000003921","url":null,"abstract":"OBJECTIVESProper bowel preparation is crucial for increasing the adenoma detection rate. A novel application based on the use of a convolutional neural network (CNN) can differentiate between adequate and inadequate bowel preparation on the basis of images of rectal effluents taken before the examination. The aim of this study was to evaluate whether a software-driven approach improves colon cleansing quality during colonoscopies compared with standard care.METHODSA multicenter randomized controlled trial was conducted. Consecutive patients were assigned to a standard-care group or an intervention group. The latter group was trained to use a web application linked to a CNN, enabling them to send a picture of their most recent rectal effluent and receive feedback on the adequacy of their bowel preparation. Patients were instructed to follow the recommendations provided by the platform.RESULTSOverall, 774 patients were eligible and randomized. The intention-to-treat analysis revealed statistically significant differences in bowel cleansing quality in favor of the intervention group (91% vs. 84.2%, OR 1.88, 95% CI [1.21-2.93)], P=0.005). The right and left colon exhibited better cleansing in the intervention group (90.4% vs. 84.8%, P=0.016 and 95.3% vs. 91.5%, P=0.03, respectively). In the per-protocol analysis, bowel cleansing quality was also significantly higher in the intervention group, both overall (93.3% vs. 85.6%, OR 2.34 (1.36-4.02), P=0.002) and by segment. When aiming for excellent bowel preparation (BBPS >7), cleansing was significantly better in the intervention group overall and by segment.CONCLUSIONA software application-driven colon cleansing process improves preparation quality in outpatients (NCT05871814).","PeriodicalId":520099,"journal":{"name":"The American Journal of Gastroenterology","volume":"39 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2026-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146005014","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Association Between Antibiotic Use for Non-Gastrointestinal Infections and Inflammatory Bowel Diseases Flare-Ups: A Self-Controlled Case Series Study. 抗生素在非胃肠道感染和炎症性肠病发作中的应用:一项自我控制的病例系列研究
Pub Date : 2026-01-13 DOI: 10.14309/ajg.0000000000003920
Yin Zhang,Xue Li,Qiwen Fang,Deliang Yang,Krishnan Bhaskaran,Angel Ys Wong,Wai K Leung
BACKGROUNDDisruption of gut microbiota by antibiotic use has been linked to the development of inflammatory bowel disease (IBD). This study aimed to evaluate the association between antibiotic use for non-gastrointestinal (GI) infections and the risk of IBD flare-ups, and to examine whether route of administration, antimicrobial spectrum, and antibiotic class modulate this risk.METHODSWe conducted a self-controlled case series (SCCS) study using territory-wide electronic medical records from Hong Kong. Adults with IBD who experienced at least one flare-up and received at least one course of antibiotics for infections outside the GI tract between 2000 and 2024 were included, to reduce indication bias related to gastrointestinal symptoms. Conditional Poisson regression models were used to estimate incidence rate ratios (IRRs) by comparing across predefined risk periods to the baseline period.RESULTSAmong 810 patients, IBD flare incidence was elevated during the month preceding antibiotics (IRR 2.85), increased further during treatment (IRR 3.44), and peaked within two weeks after treatment (IRR 4.79), and returned to baseline levels within six months, versus baseline. Increased incidences were observed for oral antibiotics during and two weeks after treatment (IRRs 3.91 and 3.70), but not for injectable antibiotics (interaction p-values <0.01). The IRRs for broad-spectrum antibiotics were higher than those for narrow-spectrum agents from one month before to six weeks after antibiotic use, versus baseline.CONCLUSIONSAntibiotic use for non-GI infections was associated with a short-term increase in IBD flare risk. Injectable or narrow-spectrum antibiotics may have a relatively smaller impact on potential IBD flare-ups.
背景:抗生素使用对肠道微生物群的破坏与炎症性肠病(IBD)的发展有关。本研究旨在评估非胃肠道(GI)感染的抗生素使用与IBD突发风险之间的关系,并检查给药途径、抗菌谱和抗生素类别是否调节这种风险。方法我们使用香港的电子病历进行了一项自我对照病例系列研究。在2000年至2024年期间,至少经历过一次急性发作并因胃肠道外感染接受过至少一个疗程抗生素治疗的IBD成人患者被纳入研究,以减少与胃肠道症状相关的适应症偏差。使用条件泊松回归模型通过比较预定义的风险期和基线期来估计发病率比(IRRs)。结果810例患者中,IBD爆发发生率在使用抗生素前一个月内升高(IRR 2.85),在治疗期间进一步升高(IRR 3.44),并在治疗后两周内达到峰值(IRR 4.79),并在6个月内恢复到基线水平。口服抗生素在治疗期间和治疗后2周发生率升高(irs分别为3.91和3.70),而注射抗生素发生率无升高(相互作用p值<0.01)。与基线相比,广谱抗生素使用前1个月至使用后6周的IRRs高于窄谱抗生素。结论:非胃肠道感染的抗生素使用与IBD爆发风险的短期增加有关。注射或窄谱抗生素可能对潜在的IBD发作的影响相对较小。
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The American Journal of Gastroenterology
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