Pub Date : 2025-12-01DOI: 10.14309/ctg.0000000000000938
Matthias Ceulemans, Lucas Wauters, Bert Broeders, Jolien Schol, Cedric Van de Bruaene, Karen Van den Houte, Lukas Michaja Balsiger, Lukas Van Oudenhove, Jan Tack, Tim Vanuytsel
Introduction: Functional dyspepsia (FD), a disorder of gut-brain interaction defined by Rome IV criteria, overlaps frequently with irritable bowel syndrome (IBS) and reflux symptoms. Overlapping gastrointestinal (GI) disorders are associated with more psychological comorbidities and decreased quality of life, but data on physiological parameters in overlapping syndromes are scarce. The aim of this study was to evaluate the impact of overlapping disorders and FD subtypes on psychological and GI symptoms, as well as relevant physiological outcomes.
Methods: In total, 202 patients with predominant Rome IV FD symptoms and overlapping IBS and/or reflux were pooled from 7 studies conducted at University Hospitals Leuven. GI and psychological symptoms, as well as GI-related quality of life were recorded. Physiological measurements included salivary cortisol, gastric emptying, systemic and duodenal immune activation, and duodenal permeability.
Results: GI (Patient Assessment of Upper GI Symptom Severity and Leuven Postprandial Distress Scale [ P < 0.0001]) and psychological (anxiety [ P = 0.0014], depression [ P = 0.0017] and extraintestinal somatic symptoms [ P < 0.0001]) were more pronounced in FD with overlapping disorders, whereas all physiological parameters were similar. Patients with epigastric pain syndrome reported a milder symptom pattern compared with other FD subtypes, with similar physiological alterations. Duodenal eosinophils were associated with anxiety in FD, independent of overlapping GI disorders or subtype ( P = 0.043).
Discussion: The common overlap between FD, IBS, and reflux is characterized by a high GI-specific, psychological, and somatic symptom burden. By contrast, key pathophysiological parameters were not different between FD with and without overlapping disorders or between FD subtypes. Central integration of multiple GI manifestations rather than more severely impaired peripheral alterations is more likely to explain the high symptom burden in overlapping disorders.
{"title":"Symptoms but Not Physiology Differentiate Functional Dyspepsia With or Without Overlapping Gastrointestinal Disorders.","authors":"Matthias Ceulemans, Lucas Wauters, Bert Broeders, Jolien Schol, Cedric Van de Bruaene, Karen Van den Houte, Lukas Michaja Balsiger, Lukas Van Oudenhove, Jan Tack, Tim Vanuytsel","doi":"10.14309/ctg.0000000000000938","DOIUrl":"10.14309/ctg.0000000000000938","url":null,"abstract":"<p><strong>Introduction: </strong>Functional dyspepsia (FD), a disorder of gut-brain interaction defined by Rome IV criteria, overlaps frequently with irritable bowel syndrome (IBS) and reflux symptoms. Overlapping gastrointestinal (GI) disorders are associated with more psychological comorbidities and decreased quality of life, but data on physiological parameters in overlapping syndromes are scarce. The aim of this study was to evaluate the impact of overlapping disorders and FD subtypes on psychological and GI symptoms, as well as relevant physiological outcomes.</p><p><strong>Methods: </strong>In total, 202 patients with predominant Rome IV FD symptoms and overlapping IBS and/or reflux were pooled from 7 studies conducted at University Hospitals Leuven. GI and psychological symptoms, as well as GI-related quality of life were recorded. Physiological measurements included salivary cortisol, gastric emptying, systemic and duodenal immune activation, and duodenal permeability.</p><p><strong>Results: </strong>GI (Patient Assessment of Upper GI Symptom Severity and Leuven Postprandial Distress Scale [ P < 0.0001]) and psychological (anxiety [ P = 0.0014], depression [ P = 0.0017] and extraintestinal somatic symptoms [ P < 0.0001]) were more pronounced in FD with overlapping disorders, whereas all physiological parameters were similar. Patients with epigastric pain syndrome reported a milder symptom pattern compared with other FD subtypes, with similar physiological alterations. Duodenal eosinophils were associated with anxiety in FD, independent of overlapping GI disorders or subtype ( P = 0.043).</p><p><strong>Discussion: </strong>The common overlap between FD, IBS, and reflux is characterized by a high GI-specific, psychological, and somatic symptom burden. By contrast, key pathophysiological parameters were not different between FD with and without overlapping disorders or between FD subtypes. Central integration of multiple GI manifestations rather than more severely impaired peripheral alterations is more likely to explain the high symptom burden in overlapping disorders.</p>","PeriodicalId":10278,"journal":{"name":"Clinical and Translational Gastroenterology","volume":" ","pages":"e00938"},"PeriodicalIF":3.0,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12727247/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145299129","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}
Pub Date : 2025-11-27DOI: 10.14309/ctg.0000000000000956
Harish Gopalakrishna, Maria Mironova, Nehna Abdul Majeed, Shani Scott, Jaha Norman-Wheeler, Christopher Koh, Theo Heller
Introduction: Noncirrhotic portal hypertension (NCPH) refers to a diverse group of disorders that affects the hepatic portosinusoidal vascular system resulting in portal hypertension (PH). Unlike cirrhosis, there are no noninvasive criteria to diagnose PH and varices in NCPH.
Methods: A prospective cohort of patients with NCPH who had transjugular liver biopsy, liver stiffness (LSM) measured using transient elastography, and laboratory and imaging data were included. PH was defined by the presence of one among the following-varices on endoscopy, portosystemic collaterals, or ascites on imaging. Logistic regression was used to identify predictors. The classification tree approach was used to identify cutoff values for the stepwise decision model.
Results: Of the 59 patients, 41 (69%) had PH and 36 (62%) had varices. LSM was higher in patients with PH (11.5 kPa vs 5.7 kPa, P < 0.01) and varices (12 kPa vs 5.9 kPa, P < 0.01). Platelet count was lower in patients with PH (79 vs 218 × 109/L, P < 0.01) and varices (75 vs 209 × 109/L, P < 0.01). Multivariate analysis combining LSM and platelet count predicts PH (area under receiver operating characteristic 96% [91%-99%]) and varices (area under receiver operating characteristic 92% [85%-99%]). A stepwise model combining platelet 140 × 109/L and LSM 7 kPa performed with a sensitivity of 100%, negative predictive value of 100%, and accuracy of 90% to detect PH. The same model performed with sensitivity of 100%, negative predictive value of 100%, and accuracy of 81% to detect varices.
Discussion: Noninvasive model combining LSM with platelet count can aid in identifying NCPH patients with PH and varices. However, this model requires validation in an independent cohort.
简介:非肝硬化门脉高压(NCPH)是指影响肝门窦血管系统的多种疾病,导致门脉高压(PH)。与肝硬化不同,NCPH没有诊断PH和静脉曲张的无创标准。方法:前瞻性队列NCPH患者经颈静脉肝活检,肝硬度(LSM)测量使用瞬时弹性成像,实验室和影像学数据纳入。PH的定义是存在以下其中一种:内窥镜下的静脉曲张,门静脉侧枝,或影像学上的腹水。使用逻辑回归来确定预测因子。采用分类树方法识别逐步决策模型的截止值。结果:59例患者中,41例(69%)有PH, 36例(62%)有静脉曲张。PH组(11.5 kPa vs 5.7 kPa, P < 0.01)和静脉曲张组(12 kPa vs 5.9 kPa, P < 0.01) LSM较高。PH患者血小板计数较低(79 vs 218 × 109/L, P < 0.01),静脉曲张患者血小板计数较低(75 vs 209 × 109/L, P < 0.01)。结合LSM和血小板计数的多变量分析预测PH(受者工作特征下面积96%[91%-99%])和静脉曲张(受者工作特征下面积92%[85%-99%])。血小板140 × 109/L和LSM 7 kPa相结合的逐步模型检测ph的灵敏度为100%,阴性预测值为100%,准确率为90%。同样的模型检测静脉曲张的灵敏度为100%,阴性预测值为100%,准确率为81%。讨论:LSM联合血小板计数的无创模型有助于识别伴有PH和静脉曲张的NCPH患者。然而,该模型需要在独立队列中进行验证。
{"title":"Noninvasive Markers Associated With Portal Hypertension and Varices in Patients With Noncirrhotic Portal Hypertension.","authors":"Harish Gopalakrishna, Maria Mironova, Nehna Abdul Majeed, Shani Scott, Jaha Norman-Wheeler, Christopher Koh, Theo Heller","doi":"10.14309/ctg.0000000000000956","DOIUrl":"https://doi.org/10.14309/ctg.0000000000000956","url":null,"abstract":"<p><strong>Introduction: </strong>Noncirrhotic portal hypertension (NCPH) refers to a diverse group of disorders that affects the hepatic portosinusoidal vascular system resulting in portal hypertension (PH). Unlike cirrhosis, there are no noninvasive criteria to diagnose PH and varices in NCPH.</p><p><strong>Methods: </strong>A prospective cohort of patients with NCPH who had transjugular liver biopsy, liver stiffness (LSM) measured using transient elastography, and laboratory and imaging data were included. PH was defined by the presence of one among the following-varices on endoscopy, portosystemic collaterals, or ascites on imaging. Logistic regression was used to identify predictors. The classification tree approach was used to identify cutoff values for the stepwise decision model.</p><p><strong>Results: </strong>Of the 59 patients, 41 (69%) had PH and 36 (62%) had varices. LSM was higher in patients with PH (11.5 kPa vs 5.7 kPa, P < 0.01) and varices (12 kPa vs 5.9 kPa, P < 0.01). Platelet count was lower in patients with PH (79 vs 218 × 109/L, P < 0.01) and varices (75 vs 209 × 109/L, P < 0.01). Multivariate analysis combining LSM and platelet count predicts PH (area under receiver operating characteristic 96% [91%-99%]) and varices (area under receiver operating characteristic 92% [85%-99%]). A stepwise model combining platelet 140 × 109/L and LSM 7 kPa performed with a sensitivity of 100%, negative predictive value of 100%, and accuracy of 90% to detect PH. The same model performed with sensitivity of 100%, negative predictive value of 100%, and accuracy of 81% to detect varices.</p><p><strong>Discussion: </strong>Noninvasive model combining LSM with platelet count can aid in identifying NCPH patients with PH and varices. However, this model requires validation in an independent cohort.</p>","PeriodicalId":10278,"journal":{"name":"Clinical and Translational Gastroenterology","volume":" ","pages":""},"PeriodicalIF":3.0,"publicationDate":"2025-11-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145773630","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}
Introduction: Severe hepatic steatosis (HS) and significant hepatic fibrosis indicate severity of metabolic dysfunction-associated steatotic liver disease (MASLD), and the models for early detection are important. Recent studies suggest immunoglobulin G (IgG) glycosylation and microbial consortia may involve in the development of MASLD. This study investigates the utility of IgG glycosylation and microbial consortia in early detection models.
Methods: A total of 111 patients with MASLD categorized into high vs low controlled attenuation parameter (for HS) or high vs low FIB-4 (for fibrosis). We analyzed differences in microbial consortia and IgG1/IgG2 glycosylation features, creating scores for identifying severe HS and significant hepatic fibrosis. The combination scores for identifying severe HS and significant hepatic fibrosis in MASLD patients were derived based on the microbial consortia and IgG1/IgG2 glycosylation features accordingly.
Results: Megamonas was linked to severe HS, and Christensenellaceae R-7 , UCG-005 , CAG-56 , and Lachnospira were associated with significant hepatic fibrosis in patients with MASLD. The areas under curve of severe HS- and significant hepatic fibrosis-microbial scores were 0.731 and 0.773, respectively. The ratios of IgG2-N4H5F1/IgG1-N4H5F1 and bisected-IgG2/bisected-IgG1 predicted severe HS, while IgG2-N4H3F1/IgG1-N4H3F1, bisected-IgG1/bisected-IgG2, and IgG1-galactosylation/IgG2-galactosylation index identified significant hepatic fibrosis in MASLD. The combination scores including microbial consortia and glycosylation features achieved areas under curve of 0.776 and 0.810, showing comparable performance with established indices like HS index and FibroAST score.
Discussion: The study highlights the effectiveness of combining fecal microbiota and serum IgG glycosylation features in identifying MASLD severity, which are noninferior to the current regularly used models, and suggests the intervention of glycosylation as a promising therapeutic approach for MASLD.
{"title":"Microbial Consortia-Immunoglobulin G Glycosylation Combination Scores Identify Severe Hepatic Steatosis and Significant Fibrosis in Patients with Metabolic Dysfunction-Associated Steatotic Liver Disease.","authors":"Tzu-Hao Li, Chia-Chen Ma, Jhen-Wei Ruan, Shin-Yu Tsai, Pei-Chen Chen, Shiao-Ya Hong, Yi-Hsuan Lin, Tsui-Ling Hsu, Hsiao-Yun Yeh, Hung-Cheng Tsai, Hsiao-Chin Shen, Chien-Wei Su, Ying-Ying Yang, Ming-Chih Hou, Han-Chieh Lin","doi":"10.14309/ctg.0000000000000957","DOIUrl":"10.14309/ctg.0000000000000957","url":null,"abstract":"<p><strong>Introduction: </strong>Severe hepatic steatosis (HS) and significant hepatic fibrosis indicate severity of metabolic dysfunction-associated steatotic liver disease (MASLD), and the models for early detection are important. Recent studies suggest immunoglobulin G (IgG) glycosylation and microbial consortia may involve in the development of MASLD. This study investigates the utility of IgG glycosylation and microbial consortia in early detection models.</p><p><strong>Methods: </strong>A total of 111 patients with MASLD categorized into high vs low controlled attenuation parameter (for HS) or high vs low FIB-4 (for fibrosis). We analyzed differences in microbial consortia and IgG1/IgG2 glycosylation features, creating scores for identifying severe HS and significant hepatic fibrosis. The combination scores for identifying severe HS and significant hepatic fibrosis in MASLD patients were derived based on the microbial consortia and IgG1/IgG2 glycosylation features accordingly.</p><p><strong>Results: </strong>Megamonas was linked to severe HS, and Christensenellaceae R-7 , UCG-005 , CAG-56 , and Lachnospira were associated with significant hepatic fibrosis in patients with MASLD. The areas under curve of severe HS- and significant hepatic fibrosis-microbial scores were 0.731 and 0.773, respectively. The ratios of IgG2-N4H5F1/IgG1-N4H5F1 and bisected-IgG2/bisected-IgG1 predicted severe HS, while IgG2-N4H3F1/IgG1-N4H3F1, bisected-IgG1/bisected-IgG2, and IgG1-galactosylation/IgG2-galactosylation index identified significant hepatic fibrosis in MASLD. The combination scores including microbial consortia and glycosylation features achieved areas under curve of 0.776 and 0.810, showing comparable performance with established indices like HS index and FibroAST score.</p><p><strong>Discussion: </strong>The study highlights the effectiveness of combining fecal microbiota and serum IgG glycosylation features in identifying MASLD severity, which are noninferior to the current regularly used models, and suggests the intervention of glycosylation as a promising therapeutic approach for MASLD.</p>","PeriodicalId":10278,"journal":{"name":"Clinical and Translational Gastroenterology","volume":" ","pages":""},"PeriodicalIF":3.0,"publicationDate":"2025-11-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145586234","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}
Pub Date : 2025-11-21DOI: 10.14309/ctg.0000000000000950
Carlos Figueredo, Melissa Fazzari, Lawrence J Brandt
Introduction: Gastrointestinal graft-versus-host disease (GI-GVHD) is a serious complication of hematopoietic stem cell transplantation, with diagnosis reliant on results of endoscopic biopsy. Optimal endoscopic approaches based on symptoms remain unclear.
Methods: We conducted a retrospective cohort study of 75 adult hematopoietic stem cell transplantation recipients with GVHD and GI symptoms undergoing endoscopic biopsy at Montefiore Medical Center (2015-2023). We assessed correlations between presenting upper (UGI) or lower GI (LGI) symptoms and biopsy-proven GVHD. Statistical analyses included χ 2 tests, phi coefficients, and logistic regression adjusting for demographic confounders. A subgroup analysis compared the diagnostic yield of flexible sigmoidoscopy vs full colonoscopy.
Results: Biopsy positivity strongly correlated with symptom location: 89.5% of patients with UGI symptoms had positive upper GI biopsies, and 100% with LGI symptoms had positive lower GI biopsies. χ 2 tests showed significant associations between symptoms and biopsy positivity ( P < 0.001), with phi coefficients indicating strong correlations ( r = 0.79 UGI; r = 0.82 LGI). Logistic regression confirmed symptom location as an independent predictor of biopsy results. Among 37 patients undergoing full colonoscopy, rectosigmoid biopsies showed perfect correlation with a diagnosis of GVHD ( r = 1.0, P < 0.001) when compared with other anatomic colon biopsy sites, suggesting flexible sigmoidoscopy is a cost-effective alternative for LGI symptoms.
Discussion: Symptom-guided endoscopic evaluation in GI-GVHD yields high diagnostic accuracy. Flexible sigmoidoscopy with targeted biopsies should be considered for patients with LGI symptoms because it may reduce procedural burden and health care costs without compromising diagnostic yield. These findings support symptom-directed, anatomically targeted approaches to improve patient care and resource utilization.
背景:胃肠道移植物抗宿主病(GI-GVHD)是造血干细胞移植(HSCT)的严重并发症,其诊断依赖于内镜活检结果。基于症状的最佳内镜入路尚不清楚。方法:我们对2015-2023年在Montefiore医疗中心接受内镜活检的75名GVHD和GI症状成人HSCT受体进行了回顾性队列研究。我们评估了出现上(UGI)或下GI (LGI)症状与活检证实的GVHD之间的相关性。统计分析包括卡方检验、phi系数和人口统计学混杂因素的逻辑回归调整。亚组分析比较软性乙状结肠镜与全结肠镜的诊断率。结果:活检阳性与症状部位密切相关:有UGI症状的患者中,上消化道活检阳性占89.5%,有LGI症状的患者下消化道活检阳性占100%。卡方检验显示症状与活检阳性之间存在显著相关性(p < 0.001), phi系数表明相关性很强(r = 0.79 UGI; r = 0.82 LGI)。逻辑回归证实症状位置是活检结果的独立预测因子。在37例接受全结肠镜检查的患者中,与其他解剖结肠活检部位相比,直肠乙状结肠活检与GVHD的诊断完全相关(r = 1.0, p < 0.001),这表明柔性乙状结肠镜检查是治疗LGI症状的一种经济有效的替代方法。结论:症状引导下内镜评估GI-GVHD具有较高的诊断准确性。对于有LGI症状的患者,应考虑采用柔性乙状结肠镜检查并进行有针对性的活检,因为它可以减少手术负担和医疗费用,而不会影响诊断结果。这些发现支持以症状为导向,以解剖学为目标的方法来改善患者护理和资源利用。
{"title":"On the Correlation Between Gastrointestinal Symptoms and Sites for Endoscopic Biopsies to Diagnose Graft-Versus-Host Disease.","authors":"Carlos Figueredo, Melissa Fazzari, Lawrence J Brandt","doi":"10.14309/ctg.0000000000000950","DOIUrl":"10.14309/ctg.0000000000000950","url":null,"abstract":"<p><strong>Introduction: </strong>Gastrointestinal graft-versus-host disease (GI-GVHD) is a serious complication of hematopoietic stem cell transplantation, with diagnosis reliant on results of endoscopic biopsy. Optimal endoscopic approaches based on symptoms remain unclear.</p><p><strong>Methods: </strong>We conducted a retrospective cohort study of 75 adult hematopoietic stem cell transplantation recipients with GVHD and GI symptoms undergoing endoscopic biopsy at Montefiore Medical Center (2015-2023). We assessed correlations between presenting upper (UGI) or lower GI (LGI) symptoms and biopsy-proven GVHD. Statistical analyses included χ 2 tests, phi coefficients, and logistic regression adjusting for demographic confounders. A subgroup analysis compared the diagnostic yield of flexible sigmoidoscopy vs full colonoscopy.</p><p><strong>Results: </strong>Biopsy positivity strongly correlated with symptom location: 89.5% of patients with UGI symptoms had positive upper GI biopsies, and 100% with LGI symptoms had positive lower GI biopsies. χ 2 tests showed significant associations between symptoms and biopsy positivity ( P < 0.001), with phi coefficients indicating strong correlations ( r = 0.79 UGI; r = 0.82 LGI). Logistic regression confirmed symptom location as an independent predictor of biopsy results. Among 37 patients undergoing full colonoscopy, rectosigmoid biopsies showed perfect correlation with a diagnosis of GVHD ( r = 1.0, P < 0.001) when compared with other anatomic colon biopsy sites, suggesting flexible sigmoidoscopy is a cost-effective alternative for LGI symptoms.</p><p><strong>Discussion: </strong>Symptom-guided endoscopic evaluation in GI-GVHD yields high diagnostic accuracy. Flexible sigmoidoscopy with targeted biopsies should be considered for patients with LGI symptoms because it may reduce procedural burden and health care costs without compromising diagnostic yield. These findings support symptom-directed, anatomically targeted approaches to improve patient care and resource utilization.</p>","PeriodicalId":10278,"journal":{"name":"Clinical and Translational Gastroenterology","volume":" ","pages":""},"PeriodicalIF":3.0,"publicationDate":"2025-11-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145562807","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}
Pub Date : 2025-11-21DOI: 10.14309/ctg.0000000000000953
Navneet Upadhyay, Aisha Vadhariya, Magdaliz Gorritz, Rifat Tuly, Kainan Sun, Deborah A Fisher, Nicholas Bires, Michael Hull, Jonathon Casey Chapman
Introduction: We aimed to map the distribution of patients with inflammatory bowel disease (IBD) and gastroenterologists throughout the United States and identify local-level and state-level variations in the availability of specialist care.
Methods: For each first 3-digit ZIP code tabulation area (ZCTA) and state in the United States, we calculated the density of patients with IBD (Crohn's disease or ulcerative colitis) per 100,000 population, gastroenterologists per 100,000 population, and gastroenterologists per 100 patients with IBD. We used 2022 claims data to identify patients with IBD, the 2022 National Provider Identifier registry for provider details, and the 2020 US Census for area-level variables.
Results: Overall, 520,020 patients with IBD and 21,611 gastroenterologists were identified. Patient density varied across states, from 58.2 (New Mexico) to 337.1 (Maine). On average, there were 4.2 (ranging from 1.4 in Kansas to 9.8 in Hawaii) gastroenterologists/100 patients with IBD. The Midwest and the Southwest Border regions had the lowest density of gastroenterologists. Across the United States, 130 3-digit ZIP code tabulation areas (ZCTA) had zero gastroenterologists/100 patients; 62% of these ZIP codes were in rural areas, and 25% had household income <150% of the poverty line. ZIP codes with ≥5 gastroenterologists/100,000 population tended to have lower poverty rates and were more urban than those with 1 to <5 gastroenterologists/100,000 population.
Discussion: Geographic disparities in the availability of gastroenterologist care exist at the state and local levels. This disparity was highlighted for patients with IBD and populations living in rural and high-poverty areas.
{"title":"Geographic Distribution of Gastroenterologists and Patients With Inflammatory Bowel Disease in the United States.","authors":"Navneet Upadhyay, Aisha Vadhariya, Magdaliz Gorritz, Rifat Tuly, Kainan Sun, Deborah A Fisher, Nicholas Bires, Michael Hull, Jonathon Casey Chapman","doi":"10.14309/ctg.0000000000000953","DOIUrl":"10.14309/ctg.0000000000000953","url":null,"abstract":"<p><strong>Introduction: </strong>We aimed to map the distribution of patients with inflammatory bowel disease (IBD) and gastroenterologists throughout the United States and identify local-level and state-level variations in the availability of specialist care.</p><p><strong>Methods: </strong>For each first 3-digit ZIP code tabulation area (ZCTA) and state in the United States, we calculated the density of patients with IBD (Crohn's disease or ulcerative colitis) per 100,000 population, gastroenterologists per 100,000 population, and gastroenterologists per 100 patients with IBD. We used 2022 claims data to identify patients with IBD, the 2022 National Provider Identifier registry for provider details, and the 2020 US Census for area-level variables.</p><p><strong>Results: </strong>Overall, 520,020 patients with IBD and 21,611 gastroenterologists were identified. Patient density varied across states, from 58.2 (New Mexico) to 337.1 (Maine). On average, there were 4.2 (ranging from 1.4 in Kansas to 9.8 in Hawaii) gastroenterologists/100 patients with IBD. The Midwest and the Southwest Border regions had the lowest density of gastroenterologists. Across the United States, 130 3-digit ZIP code tabulation areas (ZCTA) had zero gastroenterologists/100 patients; 62% of these ZIP codes were in rural areas, and 25% had household income <150% of the poverty line. ZIP codes with ≥5 gastroenterologists/100,000 population tended to have lower poverty rates and were more urban than those with 1 to <5 gastroenterologists/100,000 population.</p><p><strong>Discussion: </strong>Geographic disparities in the availability of gastroenterologist care exist at the state and local levels. This disparity was highlighted for patients with IBD and populations living in rural and high-poverty areas.</p>","PeriodicalId":10278,"journal":{"name":"Clinical and Translational Gastroenterology","volume":" ","pages":""},"PeriodicalIF":3.0,"publicationDate":"2025-11-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145562888","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}
Pub Date : 2025-11-20DOI: 10.14309/ctg.0000000000000951
Stevan A Gonzalez, Andrew S Allegretti, Viktor V Chirikov, Wei-Jhih Wang, Xingyue Huang, Douglas A Simonetto, Kevin Moore
Introduction: Evidence on the comparative real-world effectiveness of terlipressin vs midodrine plus octreotide (MO) for hepatorenal syndrome-acute kidney injury (HRS-AKI) in the United Kingdom and the United States is limited.
Methods: Using individual-level chart review data for patients across the United Kingdom (2013-2017) and the United States (2016-2019), an indirect treatment comparison was conducted comparing the efficacy of terlipressin (UK cohort) with MO (US cohort). Covariate balancing propensity scoring matched the cohorts on baseline serum creatinine (SCr), presence of encephalopathy and/or ascites, albumin use and duration, age, and sex. The primary endpoint was HRS reversal, defined as achieving SCr ≤1.5 mg/dL by the last day of treatment.
Results: At treatment initiation, 90.2% of UK patients received terlipressin (194/215), while 89.2% of US patients received MO (140/157). Concomitant albumin was administered in 67.9% of UK and 98.7% of US patients. In a covariate balancing propensity score-adjusted cohort, HRS reversal was achieved in 53.2% of terlipressin-treated patients (the United Kingdom, weighted effective sample size of 75) compared with 16.9% of MO-treated patients (the United States, n = 89) (adjusted mean difference (95% CI) 36.3% (22.4, 50.2), P < 0.0001). In adjusted analysis, individuals treated with terlipressin experienced an overall reduction in SCr at completion of treatment (SCr decrease 1.00 mg/dL vs increase of 0.08 mg/dL for MO-treated patients, P < 0.0001).
Discussion: HRS-AKI treatment and outcomes differ between the United Kingdom and the United States, attributed to the historical standard of care MO in the United States. In adjusted analyses, real-world use of terlipressin was more effective than MO at improving kidney function and achieving HRS-AKI reversal.
{"title":"Real-World Indirect Treatment Comparison of Terlipressin vs Midodrine Plus Octreotide in Hepatorenal Syndrome-Acute Kidney Injury.","authors":"Stevan A Gonzalez, Andrew S Allegretti, Viktor V Chirikov, Wei-Jhih Wang, Xingyue Huang, Douglas A Simonetto, Kevin Moore","doi":"10.14309/ctg.0000000000000951","DOIUrl":"https://doi.org/10.14309/ctg.0000000000000951","url":null,"abstract":"<p><strong>Introduction: </strong>Evidence on the comparative real-world effectiveness of terlipressin vs midodrine plus octreotide (MO) for hepatorenal syndrome-acute kidney injury (HRS-AKI) in the United Kingdom and the United States is limited.</p><p><strong>Methods: </strong>Using individual-level chart review data for patients across the United Kingdom (2013-2017) and the United States (2016-2019), an indirect treatment comparison was conducted comparing the efficacy of terlipressin (UK cohort) with MO (US cohort). Covariate balancing propensity scoring matched the cohorts on baseline serum creatinine (SCr), presence of encephalopathy and/or ascites, albumin use and duration, age, and sex. The primary endpoint was HRS reversal, defined as achieving SCr ≤1.5 mg/dL by the last day of treatment.</p><p><strong>Results: </strong>At treatment initiation, 90.2% of UK patients received terlipressin (194/215), while 89.2% of US patients received MO (140/157). Concomitant albumin was administered in 67.9% of UK and 98.7% of US patients. In a covariate balancing propensity score-adjusted cohort, HRS reversal was achieved in 53.2% of terlipressin-treated patients (the United Kingdom, weighted effective sample size of 75) compared with 16.9% of MO-treated patients (the United States, n = 89) (adjusted mean difference (95% CI) 36.3% (22.4, 50.2), P < 0.0001). In adjusted analysis, individuals treated with terlipressin experienced an overall reduction in SCr at completion of treatment (SCr decrease 1.00 mg/dL vs increase of 0.08 mg/dL for MO-treated patients, P < 0.0001).</p><p><strong>Discussion: </strong>HRS-AKI treatment and outcomes differ between the United Kingdom and the United States, attributed to the historical standard of care MO in the United States. In adjusted analyses, real-world use of terlipressin was more effective than MO at improving kidney function and achieving HRS-AKI reversal.</p>","PeriodicalId":10278,"journal":{"name":"Clinical and Translational Gastroenterology","volume":" ","pages":""},"PeriodicalIF":3.0,"publicationDate":"2025-11-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145862317","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}
Pub Date : 2025-11-01DOI: 10.14309/ctg.0000000000000912
Yassine Kilani, Mohammad Aldiabat, Kym Yves T Sirilan, Ahmad Basil Nasir, Mahmoud Y Madi, Wing-Kin Syn
Introduction: Despite the growing recognition of autoimmune hepatitis (AIH)-metabolic dysfunction-associated steatotic liver disease (MASLD) overlap, studies today are limited by small sample sizes. The aim of this study was to investigate the impact of MASLD on the outcomes of patients with AIH using large-scale real world data.
Methods: This cohort study used the TriNetX research network to identify US adults (≥18 years) with AIH. Patients were stratified into those with MASLD (AIH-MASLD cohort) and controls (AIH without MASLD). Propensity score matching (1:1) between AIH-MASLD and controls accounted for demographics, comorbidities, and treatments. Outcomes were classified as short-term (within 1 year after diagnosis) or long-term (within 10 years) outcomes.
Results: Among 4,798 records with AIH, 1,440 AIH-MASLD patients were propensity matched with 1,440 controls. AIH-MASLD patients demonstrated reduced 1-year risks of all-cause mortality (hazard ratio [HR] 0.66, 95% confidence interval [CI] 0.44-0.98) and immunosuppressive medication use (HR 0.69, 95% CI 0.63-0.76), along with increased 10-year risks of cirrhosis (HR 1.22, 95% CI 1.06-1.40) and hepatocellular carcinoma (HR 2.03, 95% CI 1.09-3.78) compared with controls.
Discussion: In summary, our study using real-world evidence showed a significant association between MASLD and worse clinical outcomes in patients with AIH. Future efforts should be targeted toward facilitating early detection and management of MASLD in patients with AIH.
{"title":"The Impact of Metabolic Dysfunction-Associated Steatotic Liver Disease on Autoimmune Hepatitis Outcomes: A Nationwide Analysis of 2,880 Records.","authors":"Yassine Kilani, Mohammad Aldiabat, Kym Yves T Sirilan, Ahmad Basil Nasir, Mahmoud Y Madi, Wing-Kin Syn","doi":"10.14309/ctg.0000000000000912","DOIUrl":"10.14309/ctg.0000000000000912","url":null,"abstract":"<p><strong>Introduction: </strong>Despite the growing recognition of autoimmune hepatitis (AIH)-metabolic dysfunction-associated steatotic liver disease (MASLD) overlap, studies today are limited by small sample sizes. The aim of this study was to investigate the impact of MASLD on the outcomes of patients with AIH using large-scale real world data.</p><p><strong>Methods: </strong>This cohort study used the TriNetX research network to identify US adults (≥18 years) with AIH. Patients were stratified into those with MASLD (AIH-MASLD cohort) and controls (AIH without MASLD). Propensity score matching (1:1) between AIH-MASLD and controls accounted for demographics, comorbidities, and treatments. Outcomes were classified as short-term (within 1 year after diagnosis) or long-term (within 10 years) outcomes.</p><p><strong>Results: </strong>Among 4,798 records with AIH, 1,440 AIH-MASLD patients were propensity matched with 1,440 controls. AIH-MASLD patients demonstrated reduced 1-year risks of all-cause mortality (hazard ratio [HR] 0.66, 95% confidence interval [CI] 0.44-0.98) and immunosuppressive medication use (HR 0.69, 95% CI 0.63-0.76), along with increased 10-year risks of cirrhosis (HR 1.22, 95% CI 1.06-1.40) and hepatocellular carcinoma (HR 2.03, 95% CI 1.09-3.78) compared with controls.</p><p><strong>Discussion: </strong>In summary, our study using real-world evidence showed a significant association between MASLD and worse clinical outcomes in patients with AIH. Future efforts should be targeted toward facilitating early detection and management of MASLD in patients with AIH.</p>","PeriodicalId":10278,"journal":{"name":"Clinical and Translational Gastroenterology","volume":" ","pages":"e00912"},"PeriodicalIF":3.0,"publicationDate":"2025-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12637352/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145039167","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}
Pub Date : 2025-11-01DOI: 10.14309/ctg.0000000000000913
Samita Garg, Din Hoxha, David Long, Sara Valencia, Qijun Yang, Anthony Lembo, John J Vargo, Dian-Jung Chiang
Introduction: Glucagon-like peptide-1 receptor agonists (GLP-1RA) are increasingly used for managing diabetes and obesity. Although they improve glycemic control, they also delay gastrointestinal motility, potentially leading to inadequate bowel preparation for colonoscopy, which can increase the risk of missed lesions. This study aimed to evaluate the impact of GLP-1RA use on the quality of bowel preparation and on adenomas and sessile serrated polyp (SSP) detection.
Methods: We conducted a retrospective cohort study of outpatient screening and surveillance colonoscopies at a tertiary academic medical center. Adults who used a GLP-1RA within 1 week of their colonoscopy formed the treatment group; patients not on GLP-1RA (nonusers) who never used GLP-1RA served as controls. Propensity score weighting was applied for age, sex, BMI, race, diabetes status, and relevant medications. The subgroup analysis was stratified based on diabetes status and GLP-1RA use.
Results: Among 49,987 patients (4,269 GLP-1RA users, 45,718 nonusers), GLP-1RA use was associated with increased odds of inadequate bowel preparation (odds ratio [OR] 1.23, 95% confidence interval [CI] 1.04-1.46). No significant difference in SSP and adenoma detection was observed. In subgroup analysis, GLP-1RA users with diabetes had the highest odds of inadequate preparation (OR 1.88, 95% CI 1.59-2.24) and the lowest odds of SSP detection (OR 0.71, 95% CI 0.57-0.89).
Discussion: GLP-1RA use, particularly among patients with diabetes, is associated with higher odds of inadequate bowel preparation and lower SSP detection, whereas adenoma detection was unaffected. Tailored bowel-prep protocols for GLP-1RA users with diabetes should be evaluated prospectively.
背景:胰高血糖素样肽-1受体激动剂(GLP-1RA)越来越多地用于治疗糖尿病和肥胖。虽然它们可以改善血糖控制,但也会延迟胃肠道运动,可能导致结肠镜检查时肠道准备不足,从而增加遗漏病变的风险。本研究旨在评估GLP-1RA使用对肠准备质量以及对腺瘤和无底锯齿状腺瘤(SSP)息肉检测的影响。方法:我们对XXX医院门诊筛查和结肠镜检查进行了回顾性队列研究。在结肠镜检查后一周内使用GLP-1RA的成年人组成治疗组;未使用GLP-1RA的患者(非使用者)作为对照组。对年龄、性别、BMI、种族、糖尿病状况和相关药物进行倾向评分加权。亚组分析根据糖尿病状况和GLP-1RA使用情况进行分层。结果:在49,987例患者(4269例GLP-1RA使用者,45,718例非GLP-1RA使用者)中,GLP-1RA的使用与肠道准备不足的几率增加相关(OR 1.23, 95% CI 1.04-1.46)。SSP和腺瘤检测无显著差异。在亚组分析中,糖尿病GLP-1RA使用者准备不足的几率最高(OR 1.88, 95% CI 1.59-2.24), SSP检测的几率最低(OR 0.71, 95% CI 0.57-0.89)。结论:GLP-1RA的使用,特别是在糖尿病患者中,与肠准备不充分和SSP检测降低的可能性相关,而腺瘤检测似乎不受影响。为糖尿病GLP-1RA使用者量身定制的肠道准备方案应进行前瞻性评估。
{"title":"Adenoma and Sessile Serrated Polyp Detection Rates in Adults Using Glucagon-Like Peptide-1 Receptor Agonists.","authors":"Samita Garg, Din Hoxha, David Long, Sara Valencia, Qijun Yang, Anthony Lembo, John J Vargo, Dian-Jung Chiang","doi":"10.14309/ctg.0000000000000913","DOIUrl":"10.14309/ctg.0000000000000913","url":null,"abstract":"<p><strong>Introduction: </strong>Glucagon-like peptide-1 receptor agonists (GLP-1RA) are increasingly used for managing diabetes and obesity. Although they improve glycemic control, they also delay gastrointestinal motility, potentially leading to inadequate bowel preparation for colonoscopy, which can increase the risk of missed lesions. This study aimed to evaluate the impact of GLP-1RA use on the quality of bowel preparation and on adenomas and sessile serrated polyp (SSP) detection.</p><p><strong>Methods: </strong>We conducted a retrospective cohort study of outpatient screening and surveillance colonoscopies at a tertiary academic medical center. Adults who used a GLP-1RA within 1 week of their colonoscopy formed the treatment group; patients not on GLP-1RA (nonusers) who never used GLP-1RA served as controls. Propensity score weighting was applied for age, sex, BMI, race, diabetes status, and relevant medications. The subgroup analysis was stratified based on diabetes status and GLP-1RA use.</p><p><strong>Results: </strong>Among 49,987 patients (4,269 GLP-1RA users, 45,718 nonusers), GLP-1RA use was associated with increased odds of inadequate bowel preparation (odds ratio [OR] 1.23, 95% confidence interval [CI] 1.04-1.46). No significant difference in SSP and adenoma detection was observed. In subgroup analysis, GLP-1RA users with diabetes had the highest odds of inadequate preparation (OR 1.88, 95% CI 1.59-2.24) and the lowest odds of SSP detection (OR 0.71, 95% CI 0.57-0.89).</p><p><strong>Discussion: </strong>GLP-1RA use, particularly among patients with diabetes, is associated with higher odds of inadequate bowel preparation and lower SSP detection, whereas adenoma detection was unaffected. Tailored bowel-prep protocols for GLP-1RA users with diabetes should be evaluated prospectively.</p>","PeriodicalId":10278,"journal":{"name":"Clinical and Translational Gastroenterology","volume":" ","pages":"e00913"},"PeriodicalIF":3.0,"publicationDate":"2025-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12637316/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144945167","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}
Pub Date : 2025-11-01DOI: 10.14309/ctg.0000000000000925
Elmira Shajari, David Gagné, Francis Bourassa, Mandy Malick, Patricia Roy, Jean-François Noël, Hugo Gagnon, Maxime Delisle, François-Michel Boisvert, Marie Brunet, Jean-François Beaulieu
Introduction: Crohn's disease (CD) and ulcerative colitis (UC) have overlapping symptoms, but they differ in pathology and treatment. Currently, distinguishing between these diseases involves invasive procedures such as colonoscopy and histopathology. Fecal proteins, stable and in direct contact with inflammation, offer a noninvasive alternative. This study focuses on using high-throughput data-independent acquisition mass spectrometry and machine learning to develop an accurate biomarker signature from complex stool samples.
Methods: Stool samples obtained from 69 active patients were analyzed. Analysis of the stool proteome led to the identification and quantification of approximately 1,250 proteins. The samples were divided into training and testing groups. After data processing, various feature selection algorithms were applied on the training group to determine proteins that were significantly different between the CD and UC groups. In addition, 6 machine learning algorithms were evaluated to identify the best-performing classifiers.
Results: Sixteen proteins were selected based on several feature selection algorithms, and 6 models were trained based on them. According to the performance metrics of each algorithm on the training data set, the Naive Bayes model was selected. For performance validation, the final predictive model was applied to 16 blind prospective samples as the test data set. Notably, the model achieved an area under the curve of 0.96 on both the training and test data sets, highlighting its robustness and stability.
Discussion: This study demonstrates the potential of combining multiple stool protein biomarkers through high-throughput data-independent acquisition mass spectrometry and machine learning tools to develop a predictive model for efficiently distinguishing CD from UC.
{"title":"Stool-Based Proteomic Signature for the Noninvasive Classification of Crohn's Disease and Ulcerative Colitis Using Machine Learning.","authors":"Elmira Shajari, David Gagné, Francis Bourassa, Mandy Malick, Patricia Roy, Jean-François Noël, Hugo Gagnon, Maxime Delisle, François-Michel Boisvert, Marie Brunet, Jean-François Beaulieu","doi":"10.14309/ctg.0000000000000925","DOIUrl":"10.14309/ctg.0000000000000925","url":null,"abstract":"<p><strong>Introduction: </strong>Crohn's disease (CD) and ulcerative colitis (UC) have overlapping symptoms, but they differ in pathology and treatment. Currently, distinguishing between these diseases involves invasive procedures such as colonoscopy and histopathology. Fecal proteins, stable and in direct contact with inflammation, offer a noninvasive alternative. This study focuses on using high-throughput data-independent acquisition mass spectrometry and machine learning to develop an accurate biomarker signature from complex stool samples.</p><p><strong>Methods: </strong>Stool samples obtained from 69 active patients were analyzed. Analysis of the stool proteome led to the identification and quantification of approximately 1,250 proteins. The samples were divided into training and testing groups. After data processing, various feature selection algorithms were applied on the training group to determine proteins that were significantly different between the CD and UC groups. In addition, 6 machine learning algorithms were evaluated to identify the best-performing classifiers.</p><p><strong>Results: </strong>Sixteen proteins were selected based on several feature selection algorithms, and 6 models were trained based on them. According to the performance metrics of each algorithm on the training data set, the Naive Bayes model was selected. For performance validation, the final predictive model was applied to 16 blind prospective samples as the test data set. Notably, the model achieved an area under the curve of 0.96 on both the training and test data sets, highlighting its robustness and stability.</p><p><strong>Discussion: </strong>This study demonstrates the potential of combining multiple stool protein biomarkers through high-throughput data-independent acquisition mass spectrometry and machine learning tools to develop a predictive model for efficiently distinguishing CD from UC.</p>","PeriodicalId":10278,"journal":{"name":"Clinical and Translational Gastroenterology","volume":" ","pages":"e00925"},"PeriodicalIF":3.0,"publicationDate":"2025-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12637349/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145205875","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}
Pub Date : 2025-11-01DOI: 10.14309/ctg.0000000000000919
Tien Manh Huynh, An Tran, Duy Thanh Tran, Yen Thi Hoang Dao, Thong Duy Vo
Introduction: Severe acute pancreatitis (SAP) is a life-threatening condition requiring early risk stratification. Although the Bedside Index for Severity in Acute Pancreatitis (BISAP) is widely used, its reliance on complex parameters limits its applicability in resource-constrained settings. This study introduces a decision tree model based on Classification and Regression Tree (CART) analysis, using neutrophil-to-lymphocyte ratio (NLR) and C-reactive protein (CRP), as a simpler alternative for early SAP prediction.
Methods: In a prospective cohort of 340 patients at National Hospital, Vietnam (November 2022-September 2023), NLR, CRP, and BISAP scores were assessed on admission. CART analysis was used to develop a decision tree, and model performance was compared with BISAP using receiver operating characteristic curves, decision curve analysis.
Results: The CART model identified NLR ≥11.4 and CRP ≥173.3 mg/L as optimal thresholds for SAP prediction. The model achieved an area under the curve 0.866 in the validation cohort, statistically comparable with BISAP (area under the curve = 0.900, P = 0.286). The model demonstrated high sensitivity (90.9%), specificity (84.5%), and accuracy (86.25%), confirming its robustness. Decision curve analysis highlighted similar clinical benefits with BISAP, but the CART-based model offered greater simplicity, making it ideal for resource-limited settings.
Discussion: The CART-derived decision tree using NLR and CRP provides an accessible and reliable tool for early SAP prediction. With performance comparable with BISAP but requiring fewer resources, this model supports rapid, evidence-based decision-making in clinical practice.
背景:严重急性胰腺炎(SAP)是一种危及生命的疾病,需要早期风险分层。虽然急性胰腺炎严重程度床边指数(BISAP)被广泛使用,但其对复杂参数的依赖限制了其在资源受限情况下的适用性。本研究引入了一种基于分类回归树(CART)分析的决策树模型,利用中性粒细胞与淋巴细胞比率(NLR)和c反应蛋白(CRP)作为早期SAP预测的一种更简单的替代方法。方法:对越南国立医院340例患者(2022年11月- 2023年9月)进行前瞻性队列研究,入院时评估NLR、CRP和BISAP评分。采用CART分析建立决策树,并采用受试者工作特征(ROC)曲线、决策曲线分析(DCA)与BISAP比较模型性能。结果:CART模型确定NLR≥11.4和CRP≥173.3 mg/L为SAP预测的最佳阈值。该模型在验证队列中的曲线下面积(AUC)为0.866,与BISAP (AUC = 0.900, p = 0.286)具有统计学上的可比性。该模型具有较高的灵敏度(90.9%)、特异性(84.5%)和准确性(86.25%),证实了其稳健性。DCA强调了与BISAP相似的临床益处,但基于cart的模型提供了更简单的方法,使其成为资源有限的环境的理想选择。结论:基于NLR和CRP的cart衍生决策树为早期SAP预测提供了一种方便可靠的工具。该模型的性能与BISAP相当,但所需资源更少,可在临床实践中支持快速、基于证据的决策。
{"title":"A Novel Classification and Regression Tree-Driven Decision Tree Combining Neutrophil-to-Lymphocyte Ratio and C-reactive Protein for Early Prognostication of Severe Acute Pancreatitis: A Prospective Vietnamese Cohort Study.","authors":"Tien Manh Huynh, An Tran, Duy Thanh Tran, Yen Thi Hoang Dao, Thong Duy Vo","doi":"10.14309/ctg.0000000000000919","DOIUrl":"10.14309/ctg.0000000000000919","url":null,"abstract":"<p><strong>Introduction: </strong>Severe acute pancreatitis (SAP) is a life-threatening condition requiring early risk stratification. Although the Bedside Index for Severity in Acute Pancreatitis (BISAP) is widely used, its reliance on complex parameters limits its applicability in resource-constrained settings. This study introduces a decision tree model based on Classification and Regression Tree (CART) analysis, using neutrophil-to-lymphocyte ratio (NLR) and C-reactive protein (CRP), as a simpler alternative for early SAP prediction.</p><p><strong>Methods: </strong>In a prospective cohort of 340 patients at National Hospital, Vietnam (November 2022-September 2023), NLR, CRP, and BISAP scores were assessed on admission. CART analysis was used to develop a decision tree, and model performance was compared with BISAP using receiver operating characteristic curves, decision curve analysis.</p><p><strong>Results: </strong>The CART model identified NLR ≥11.4 and CRP ≥173.3 mg/L as optimal thresholds for SAP prediction. The model achieved an area under the curve 0.866 in the validation cohort, statistically comparable with BISAP (area under the curve = 0.900, P = 0.286). The model demonstrated high sensitivity (90.9%), specificity (84.5%), and accuracy (86.25%), confirming its robustness. Decision curve analysis highlighted similar clinical benefits with BISAP, but the CART-based model offered greater simplicity, making it ideal for resource-limited settings.</p><p><strong>Discussion: </strong>The CART-derived decision tree using NLR and CRP provides an accessible and reliable tool for early SAP prediction. With performance comparable with BISAP but requiring fewer resources, this model supports rapid, evidence-based decision-making in clinical practice.</p>","PeriodicalId":10278,"journal":{"name":"Clinical and Translational Gastroenterology","volume":" ","pages":"e00919"},"PeriodicalIF":3.0,"publicationDate":"2025-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12637335/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145029061","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}