{"title":"Comment on \"Long-Term Outcomes of Congenital Biliary Dilatation Surgery: A Single-Center Study Highlighting the High Incidence of Complications Within 5 Years\".","authors":"Shyam Sundar Sah, Abhishek Kumbhalwar","doi":"10.1002/jhbp.70062","DOIUrl":"https://doi.org/10.1002/jhbp.70062","url":null,"abstract":"","PeriodicalId":16056,"journal":{"name":"Journal of Hepato‐Biliary‐Pancreatic Sciences","volume":" ","pages":""},"PeriodicalIF":2.8,"publicationDate":"2026-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145989608","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}
Background: Recent dynamic changes in the etiology of hepatocellular carcinoma (HCC) have provoked an active discussion on the prognostic factors and better management of HCC patients undergoing surgery, considering the underlying metabolic factors However, little is known about the influence of preoperative habitual alcohol consumption on the clinical outcomes of HCC.
Methods: We investigated the prognostic impact of preoperative alcohol consumption and the etiology of HCC in 1223 patients who underwent surgery for HCC.
Results: Multivariate analysis identified the tumor etiology as being significantly associated with the overall survival, and the preoperative average alcohol consumption as being significantly associated with the recurrence-free survival rate after surgery (hazard ratio [HR], 1.02; 95% CI, 1.00-1.03 per +10 g/day). Hazard estimation also revealed an increased risk of recurrence with increasing preoperative average alcohol consumption, irrespective of the etiology of HCC. Competing-risks regression analysis confirmed that the higher the preoperative average alcohol consumption, the shorter the time-to-interventional failure (HR, 1.03; 95% CI, 1.01-1.05 per +10 g/day) and the worse the disease-specific survival (HR, 1.03; 95% CI, 1.00-1.05 per +10 g/day).
Conclusion: The present analysis suggests that preoperative average alcohol consumption is correlated with the oncological outcomes in patients undergoing surgery for HCC, irrespective of the etiology of HCC.
{"title":"Prognostic Impact of the Preoperative Habitual Alcohol Consumption in Patients Undergoing Surgical Resection for Hepatocellular Carcinoma.","authors":"Junichi Shindoh, Masaru Matsumura, Yasutaka Kuno, Hisashi Murakami, Takuma Okada, Satoshi Okubo, Masaji Hashimoto","doi":"10.1002/jhbp.70067","DOIUrl":"https://doi.org/10.1002/jhbp.70067","url":null,"abstract":"<p><strong>Background: </strong>Recent dynamic changes in the etiology of hepatocellular carcinoma (HCC) have provoked an active discussion on the prognostic factors and better management of HCC patients undergoing surgery, considering the underlying metabolic factors However, little is known about the influence of preoperative habitual alcohol consumption on the clinical outcomes of HCC.</p><p><strong>Methods: </strong>We investigated the prognostic impact of preoperative alcohol consumption and the etiology of HCC in 1223 patients who underwent surgery for HCC.</p><p><strong>Results: </strong>Multivariate analysis identified the tumor etiology as being significantly associated with the overall survival, and the preoperative average alcohol consumption as being significantly associated with the recurrence-free survival rate after surgery (hazard ratio [HR], 1.02; 95% CI, 1.00-1.03 per +10 g/day). Hazard estimation also revealed an increased risk of recurrence with increasing preoperative average alcohol consumption, irrespective of the etiology of HCC. Competing-risks regression analysis confirmed that the higher the preoperative average alcohol consumption, the shorter the time-to-interventional failure (HR, 1.03; 95% CI, 1.01-1.05 per +10 g/day) and the worse the disease-specific survival (HR, 1.03; 95% CI, 1.00-1.05 per +10 g/day).</p><p><strong>Conclusion: </strong>The present analysis suggests that preoperative average alcohol consumption is correlated with the oncological outcomes in patients undergoing surgery for HCC, irrespective of the etiology of HCC.</p>","PeriodicalId":16056,"journal":{"name":"Journal of Hepato‐Biliary‐Pancreatic Sciences","volume":" ","pages":""},"PeriodicalIF":2.8,"publicationDate":"2026-01-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145959792","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}
Matteo De Pastena, Gabriella Lionetto, Alessio Marchetti, Salvatore Paiella, Antonio Pea, Alessandro Esposito, Roberto Maria Montorsi, Fabio Casciani, Luca Casetti, Luca Landoni, Martina Fontana, Giuseppe Malleo, Roberto Salvia
Background: Postoperative fluid collections (PFCs) are common after left pancreatectomy (LP), but their definition and incidence remain unclear.
Methods: A systematic search was performed for studies published up to April 2025 reporting the incidence of PFCs after LP. PFCs were defined as radiologically detected collections within 90 days after surgery; symptomatic PFCs were those associated with clinical symptoms, infections, or requiring intervention. The primary outcome was the pooled incidence of overall and symptomatic PFCs.
Results: Twenty-six studies (5 RCTs and 21 observational cohorts) were analyzed. Three RCTs reported overall PFCs and the pooled incidence was 47.9% (95% CI 32.2-64.1; I2 = 94.0%). All five RCTs reported symptomatic PFCs, with a pooled incidence of 9.6% (95% CI 7.6-12.0; I2 = 35.5%). Eighteen observational studies analyzed overall PFCs with a pooled incidence of 58.3% (95% CI 44.2-71.2; I2 = 97.7%), while symptomatic PFCs were reported in 19 cohorts with a pooled incidence of 15.0% (95% CI 11.7-19.1; I2 = 91.7%).
Conclusion: PFCs incidence after LP approaches 50% overall and 10%-15% for symptomatic collections. Consistency was observed only in RCTs reporting symptomatic PFCs. Standardized, radiology-based definitions are urgently needed to improve comparability across studies and to guide.
背景:术后积液(pfc)是左胰切除术(LP)后常见的现象,但其定义和发生率尚不清楚。方法:系统检索截至2025年4月发表的报告LP后pfc发生率的研究。pfc定义为术后90天内放射学检测到的收藏品;症状性pfc是指与临床症状、感染或需要干预相关的pfc。主要结局是总pfc和症状性pfc的合并发生率。结果:共分析了26项研究(5项随机对照试验和21项观察性队列)。3项随机对照试验报告了总pfc,合并发生率为47.9% (95% CI 32.2-64.1; I2 = 94.0%)。所有5项随机对照试验均报告了症状性pfc,合并发生率为9.6% (95% CI 7.6-12.0; I2 = 35.5%)。18项观察性研究分析了总体pfc,合并发病率为58.3% (95% CI 44.2-71.2; I2 = 97.7%),而19个队列报告了症状性pfc,合并发病率为15.0% (95% CI 11.7-19.1; I2 = 91.7%)。结论:LP术后pfc的发生率接近50%,有症状的收集发生率为10%-15%。一致性仅在报告症状性pfc的随机对照试验中观察到。迫切需要标准化的、基于放射学的定义来提高研究之间的可比性和指导。
{"title":"Postoperative Fluid Collections Following Left Pancreatectomy: Urgent Need for a Standardized Definition. A Systematic Review and Meta-Analysis.","authors":"Matteo De Pastena, Gabriella Lionetto, Alessio Marchetti, Salvatore Paiella, Antonio Pea, Alessandro Esposito, Roberto Maria Montorsi, Fabio Casciani, Luca Casetti, Luca Landoni, Martina Fontana, Giuseppe Malleo, Roberto Salvia","doi":"10.1002/jhbp.70066","DOIUrl":"https://doi.org/10.1002/jhbp.70066","url":null,"abstract":"<p><strong>Background: </strong>Postoperative fluid collections (PFCs) are common after left pancreatectomy (LP), but their definition and incidence remain unclear.</p><p><strong>Methods: </strong>A systematic search was performed for studies published up to April 2025 reporting the incidence of PFCs after LP. PFCs were defined as radiologically detected collections within 90 days after surgery; symptomatic PFCs were those associated with clinical symptoms, infections, or requiring intervention. The primary outcome was the pooled incidence of overall and symptomatic PFCs.</p><p><strong>Results: </strong>Twenty-six studies (5 RCTs and 21 observational cohorts) were analyzed. Three RCTs reported overall PFCs and the pooled incidence was 47.9% (95% CI 32.2-64.1; I<sup>2</sup> = 94.0%). All five RCTs reported symptomatic PFCs, with a pooled incidence of 9.6% (95% CI 7.6-12.0; I<sup>2</sup> = 35.5%). Eighteen observational studies analyzed overall PFCs with a pooled incidence of 58.3% (95% CI 44.2-71.2; I<sup>2</sup> = 97.7%), while symptomatic PFCs were reported in 19 cohorts with a pooled incidence of 15.0% (95% CI 11.7-19.1; I<sup>2</sup> = 91.7%).</p><p><strong>Conclusion: </strong>PFCs incidence after LP approaches 50% overall and 10%-15% for symptomatic collections. Consistency was observed only in RCTs reporting symptomatic PFCs. Standardized, radiology-based definitions are urgently needed to improve comparability across studies and to guide.</p>","PeriodicalId":16056,"journal":{"name":"Journal of Hepato‐Biliary‐Pancreatic Sciences","volume":" ","pages":""},"PeriodicalIF":2.8,"publicationDate":"2026-01-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145959737","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}
Fatih Acehan, Cagdas Kalkan, Yusufcan Yilmaz, Mustafa Comoglu, Fatih Mehmet Kayserili, Büşra Hayat, Kamil Enli, Emin Altiparmak, Ihsan Ates
Background/aim: Accurate prediction of pancreatic necrosis remains critical in acute pancreatitis. This study aimed to identify early predictors of necrosis and externally validate the previously derived Necrosis Development Score-48 (NDS-48).
Methods: This prospective cohort study included patients with edematous acute pancreatitis confirmed by contrast-enhanced CT. Patients were followed for 3-6 months to monitor necrosis development, and associated factors were identified. The predictive performance of NDS-48 was evaluated, and cumulative probabilities by risk category were estimated using Kaplan-Meier analyses. Sensitivity analyses assessed the robustness of the findings.
Results: Necrosis developed in 39 (15.9%) of 246 patients during follow-up. Of these, 27 (69.2%) had walled-off necrosis and 11 (28.2%) had infected pancreatic necrosis. White blood cell count, lactate dehydrogenase, C-reactive protein, and albumin at 48 h were significant predictors, forming the basis of the modified NDS-48. The area under the curve for NDS-48 and modified NDS-48 was 0.947 (95% CI, 0.918-0.976) and 0.965 (0.942-0.988), respectively. Necrosis occurred in only one low-risk patient, while over three-quarters of high-risk patients developed necrosis. Sensitivity analyses yielded similar results.
Conclusions: NDS-48 and its modified version demonstrated excellent diagnostic accuracy for predicting necrosis and allow early risk stratification in patients with edematous acute pancreatitis.
{"title":"Early Predictors of Necrosis in Patients Presenting With Edematous Acute Pancreatitis: Prospective Validation of the Necrosis Development Score-48 (NDS-48).","authors":"Fatih Acehan, Cagdas Kalkan, Yusufcan Yilmaz, Mustafa Comoglu, Fatih Mehmet Kayserili, Büşra Hayat, Kamil Enli, Emin Altiparmak, Ihsan Ates","doi":"10.1002/jhbp.70057","DOIUrl":"https://doi.org/10.1002/jhbp.70057","url":null,"abstract":"<p><strong>Background/aim: </strong>Accurate prediction of pancreatic necrosis remains critical in acute pancreatitis. This study aimed to identify early predictors of necrosis and externally validate the previously derived Necrosis Development Score-48 (NDS-48).</p><p><strong>Methods: </strong>This prospective cohort study included patients with edematous acute pancreatitis confirmed by contrast-enhanced CT. Patients were followed for 3-6 months to monitor necrosis development, and associated factors were identified. The predictive performance of NDS-48 was evaluated, and cumulative probabilities by risk category were estimated using Kaplan-Meier analyses. Sensitivity analyses assessed the robustness of the findings.</p><p><strong>Results: </strong>Necrosis developed in 39 (15.9%) of 246 patients during follow-up. Of these, 27 (69.2%) had walled-off necrosis and 11 (28.2%) had infected pancreatic necrosis. White blood cell count, lactate dehydrogenase, C-reactive protein, and albumin at 48 h were significant predictors, forming the basis of the modified NDS-48. The area under the curve for NDS-48 and modified NDS-48 was 0.947 (95% CI, 0.918-0.976) and 0.965 (0.942-0.988), respectively. Necrosis occurred in only one low-risk patient, while over three-quarters of high-risk patients developed necrosis. Sensitivity analyses yielded similar results.</p><p><strong>Conclusions: </strong>NDS-48 and its modified version demonstrated excellent diagnostic accuracy for predicting necrosis and allow early risk stratification in patients with edematous acute pancreatitis.</p>","PeriodicalId":16056,"journal":{"name":"Journal of Hepato‐Biliary‐Pancreatic Sciences","volume":" ","pages":""},"PeriodicalIF":2.8,"publicationDate":"2026-01-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145933574","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}
Background: The diagnostic performance of clinical diagnostic criteria for IgG4-related sclerosing cholangitis 2020 (IgG4-SC2020) has not been fully validated since its proposal as a revision of the 2012 criteria (IgG4-SC2012).
Methods: We conducted a multicenter validation study to evaluate the diagnostic performance of IgG4-SC2020 using clinical data collected from 1034 patients with IgG4-SC and 447 patients with mimickers, including 143 with pancreatic cancer, 157 with primary sclerosing cholangitis, and 147 with cholangiocarcinoma in Japan.
Results: The sensitivity of IgG4-SC2020 was significantly higher than that of IgG4-SC2012 (99.0% vs. 89.1%; p < 0.001). The specificities of both IgG4-SC2020 and IgG4-SC2012 were 100% for pancreatic cancer and cholangiocarcinoma. For primary sclerosing cholangitis, the specificities of IgG4-SC2020 and IgG4-SC2012 were 97.5% and 100%, respectively, with no significant difference (p = 0.123). A total of 113 patients who could not be diagnosed according to the IgG4-SC2012 were successfully diagnosed using IgG4-SC2020. These diagnostic improvements were attributed to the inclusion of MRCP findings (n = 97), the absence of neoplastic cells on histology (n = 15), and the presence of IgG4-related kidney lesions (n = 1).
Conclusions: This Japanese multicenter validation study demonstrated that the diagnostic performance of IgG4-SC2020 was superior to that of IgG4-SC2012.
背景:igg4相关硬化性胆管炎的临床诊断标准2020 (IgG4-SC2020)自作为2012年标准(IgG4-SC2012)的修订版提出以来,其诊断性能尚未得到充分验证。方法:我们开展了一项多中心验证研究,利用收集的1034例IgG4-SC患者和447例模拟者的临床数据来评估IgG4-SC2020的诊断性能,其中包括143例胰腺癌患者、157例原发性硬化性胆管炎患者和147例胆管癌患者。结果:IgG4-SC2020的敏感性显著高于IgG4-SC2012 (99.0% vs. 89.1%); p结论:日本的多中心验证研究表明,IgG4-SC2020的诊断性能优于IgG4-SC2012。试验注册:UMIN临床试验注册中心(UMIN- ctr), UMIN000052984。
{"title":"Multicenter Validation Study of the Clinical Diagnostic Criteria for IgG4-Related Sclerosing Cholangitis 2020 in Japan.","authors":"Itaru Naitoh, Takahiro Nakazawa, Kensuke Kubota, Takayoshi Nishino, Akira Nakamura, Dai Inoue, Takanori Sano, Kazuhiro Kikuta, Yusuke Kurita, Kazuro Chiba, Tsukasa Ikeura, Hiroyuki Matsubayashi, Takuya Ishikawa, Masaki Kuwatani, Terumi Kamisawa, Ichiro Yasuda, Mitsuhiro Kawano, Atsushi Masamune","doi":"10.1002/jhbp.70056","DOIUrl":"https://doi.org/10.1002/jhbp.70056","url":null,"abstract":"<p><strong>Background: </strong>The diagnostic performance of clinical diagnostic criteria for IgG4-related sclerosing cholangitis 2020 (IgG4-SC2020) has not been fully validated since its proposal as a revision of the 2012 criteria (IgG4-SC2012).</p><p><strong>Methods: </strong>We conducted a multicenter validation study to evaluate the diagnostic performance of IgG4-SC2020 using clinical data collected from 1034 patients with IgG4-SC and 447 patients with mimickers, including 143 with pancreatic cancer, 157 with primary sclerosing cholangitis, and 147 with cholangiocarcinoma in Japan.</p><p><strong>Results: </strong>The sensitivity of IgG4-SC2020 was significantly higher than that of IgG4-SC2012 (99.0% vs. 89.1%; p < 0.001). The specificities of both IgG4-SC2020 and IgG4-SC2012 were 100% for pancreatic cancer and cholangiocarcinoma. For primary sclerosing cholangitis, the specificities of IgG4-SC2020 and IgG4-SC2012 were 97.5% and 100%, respectively, with no significant difference (p = 0.123). A total of 113 patients who could not be diagnosed according to the IgG4-SC2012 were successfully diagnosed using IgG4-SC2020. These diagnostic improvements were attributed to the inclusion of MRCP findings (n = 97), the absence of neoplastic cells on histology (n = 15), and the presence of IgG4-related kidney lesions (n = 1).</p><p><strong>Conclusions: </strong>This Japanese multicenter validation study demonstrated that the diagnostic performance of IgG4-SC2020 was superior to that of IgG4-SC2012.</p><p><strong>Trial registration: </strong>UMIN Clinical Trials Registry (UMIN-CTR), UMIN000052984.</p>","PeriodicalId":16056,"journal":{"name":"Journal of Hepato‐Biliary‐Pancreatic Sciences","volume":" ","pages":""},"PeriodicalIF":2.8,"publicationDate":"2026-01-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145917667","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}
Background: Recently, surgical resection has been attempted for postoperative recurrence of pancreatic ductal adenocarcinoma (PDAC). This multicenter study aimed to investigate whether resection of any recurrent lesion contributes to the survival of patients with PDAC.
Methods: This retrospective study of the Hepato-Pancreato-Biliary Scientific Network for Clinical Oncology Research Working Cohort involved patients with resectable/borderline resectable PDAC who underwent surgery between 2013 and 2019 and who subsequently developed recurrence after resection of the primary PDAC. A time-dependent Cox regression model adjusted for various patient background and clinicopathological factors was used.
Results: The study cohort comprised 1527 patients; 96 underwent resection for recurrence, including hepatectomy in 12 patients, pneumonectomy in 40, and pancreatectomy in 42. Overall survival after the initial treatment of primary PDAC was significantly better in patients who underwent resection compared with those who did not (75.0 vs. 25.8 months). The time-dependent Cox regression model indicated that pneumonectomy for lung metastasis (HR = 0.12) and pancreatectomy for recurrence in the pancreatic remnant (HR = 0.20) significantly affected overall survival, whereas hepatectomy for liver metastasis was not (HR = 0.46).
Conclusion: Resection for postoperative recurrence of PDAC may offer survival benefits for selected patients, especially for lung metastasis and residual pancreatic recurrence.
{"title":"Survival Impact After Resection for Postoperative Recurrence or Metastasis of Pancreatic Ductal Adenocarcinoma Analyzed Using a Time-Dependent Cox Regression Model.","authors":"Denys Tsybulskyi, Daisuke Hashimoto, Kimitaka Tanaka, Kenta Murotani, Masataka Taguri, So Yamaki, Shoki Sato, Atsushi Oba, Yosuke Inoue, Shimpei Otsuka, Katsuhisa Ohgi, Teiichi Sugiura, Ryuta Shintakuya, Kenjiro Okada, Kenichiro Uemura, Koetsu Inoue, Masamichi Mizuma, Michiaki Unno, Toshimichi Asano, Nobuhiko Nakagawa, Hideki Takami, Ryosuke Takahashi, Fuyuhiko Motoi, Keiichi Akahoshi, Daisuke Ban, Aiste Gulla, Hideki Ishikawa, Satoshi Hirano, Sohei Satoi","doi":"10.1002/jhbp.70054","DOIUrl":"https://doi.org/10.1002/jhbp.70054","url":null,"abstract":"<p><strong>Background: </strong>Recently, surgical resection has been attempted for postoperative recurrence of pancreatic ductal adenocarcinoma (PDAC). This multicenter study aimed to investigate whether resection of any recurrent lesion contributes to the survival of patients with PDAC.</p><p><strong>Methods: </strong>This retrospective study of the Hepato-Pancreato-Biliary Scientific Network for Clinical Oncology Research Working Cohort involved patients with resectable/borderline resectable PDAC who underwent surgery between 2013 and 2019 and who subsequently developed recurrence after resection of the primary PDAC. A time-dependent Cox regression model adjusted for various patient background and clinicopathological factors was used.</p><p><strong>Results: </strong>The study cohort comprised 1527 patients; 96 underwent resection for recurrence, including hepatectomy in 12 patients, pneumonectomy in 40, and pancreatectomy in 42. Overall survival after the initial treatment of primary PDAC was significantly better in patients who underwent resection compared with those who did not (75.0 vs. 25.8 months). The time-dependent Cox regression model indicated that pneumonectomy for lung metastasis (HR = 0.12) and pancreatectomy for recurrence in the pancreatic remnant (HR = 0.20) significantly affected overall survival, whereas hepatectomy for liver metastasis was not (HR = 0.46).</p><p><strong>Conclusion: </strong>Resection for postoperative recurrence of PDAC may offer survival benefits for selected patients, especially for lung metastasis and residual pancreatic recurrence.</p><p><strong>Trial registration: </strong>https://ClinicalTrials.gov identifier: UMIN000049664.</p>","PeriodicalId":16056,"journal":{"name":"Journal of Hepato‐Biliary‐Pancreatic Sciences","volume":" ","pages":""},"PeriodicalIF":2.8,"publicationDate":"2026-01-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145917679","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}
Erfan Arabpour, Amir Sadeghi, Reyhaneh Rastegar, Parvaneh Mohammadi, Seyed Amir Ahmad Safavi-Naini, Pardis Ketabi Moghadam, Mohammad Reza Zali
Background: Despite advances in understanding the risk factors of post-endoscopic retrograde cholangiopancreatography (ERCP) pancreatitis (PEP), this adverse event remains frequently unpredictable. This study aims to develop a machine learning (ML) model to predict PEP risk.
Methods: Data were collected from a prospective ERCP registry on patients with naïve papilla who underwent ERCP between 2022 and 2024. CatBoost and eXtreme Gradient Boosting algorithms were trained to estimate PEP risk and the performance of the resulting models was assessed using the area under the receiver operating characteristic (AUC) with 10-fold cross-validation.
Results: Of 1330 screened patients, 1190 met the inclusion criteria, and 170 (14.3%) developed PEP. The best-performing algorithm was CatBoost, which consisted of eight features: age, sex, normal papilla morphology, pancreatic duct cannulation, difficult cannulation, abnormal bilirubin levels, common bile duct diameter, and successful stone extraction. This model achieved an AUC of 68.8% (70.4% sensitivity, 67.2% specificity, 26.5% positive predictive value, and 92.0% negative predictive value). The CatBoost model effectively stratified patients into low-, intermediate-, and high-risk groups, with corresponding PEP incidences of 5.7%, 21.0%, and 40.0%, respectively.
Conclusions: ML is highly promising for prediction of PEP. Future studies should focus on multicenter data, inclusion of multimodal data, severity risk-stratification, and real-time application.
{"title":"Predicting Post-ERCP Pancreatitis Using Machine Learning: Risk Stratification and Feature Importance Analysis.","authors":"Erfan Arabpour, Amir Sadeghi, Reyhaneh Rastegar, Parvaneh Mohammadi, Seyed Amir Ahmad Safavi-Naini, Pardis Ketabi Moghadam, Mohammad Reza Zali","doi":"10.1002/jhbp.70053","DOIUrl":"https://doi.org/10.1002/jhbp.70053","url":null,"abstract":"<p><strong>Background: </strong>Despite advances in understanding the risk factors of post-endoscopic retrograde cholangiopancreatography (ERCP) pancreatitis (PEP), this adverse event remains frequently unpredictable. This study aims to develop a machine learning (ML) model to predict PEP risk.</p><p><strong>Methods: </strong>Data were collected from a prospective ERCP registry on patients with naïve papilla who underwent ERCP between 2022 and 2024. CatBoost and eXtreme Gradient Boosting algorithms were trained to estimate PEP risk and the performance of the resulting models was assessed using the area under the receiver operating characteristic (AUC) with 10-fold cross-validation.</p><p><strong>Results: </strong>Of 1330 screened patients, 1190 met the inclusion criteria, and 170 (14.3%) developed PEP. The best-performing algorithm was CatBoost, which consisted of eight features: age, sex, normal papilla morphology, pancreatic duct cannulation, difficult cannulation, abnormal bilirubin levels, common bile duct diameter, and successful stone extraction. This model achieved an AUC of 68.8% (70.4% sensitivity, 67.2% specificity, 26.5% positive predictive value, and 92.0% negative predictive value). The CatBoost model effectively stratified patients into low-, intermediate-, and high-risk groups, with corresponding PEP incidences of 5.7%, 21.0%, and 40.0%, respectively.</p><p><strong>Conclusions: </strong>ML is highly promising for prediction of PEP. Future studies should focus on multicenter data, inclusion of multimodal data, severity risk-stratification, and real-time application.</p>","PeriodicalId":16056,"journal":{"name":"Journal of Hepato‐Biliary‐Pancreatic Sciences","volume":" ","pages":""},"PeriodicalIF":2.8,"publicationDate":"2026-01-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145906067","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}
{"title":"Response to the Comment on \"Long-Term Outcomes of Congenital Biliary Dilatation Surgery: A Single-Center Study Highlighting the High Incidence of Complications Within 5 Years\".","authors":"Takuya Maeda, Hiroo Uchida, Chiyoe Shirota","doi":"10.1002/jhbp.70060","DOIUrl":"https://doi.org/10.1002/jhbp.70060","url":null,"abstract":"","PeriodicalId":16056,"journal":{"name":"Journal of Hepato‐Biliary‐Pancreatic Sciences","volume":" ","pages":""},"PeriodicalIF":2.8,"publicationDate":"2026-01-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145900735","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: Various guidelines recommend endoscopic stone removal for asymptomatic common bile duct stones (CBDS); however, previous studies have indicated that asymptomatic CBDS is associated with a higher incidence of post-ERCP pancreatitis (PEP). Our study aimed to compare the clinical outcomes of ERCP between elderly patients with asymptomatic and symptomatic CBDS.
Methods: Elderly patients with CBDS were divided into two groups: A (asymptomatic CBDS) and S (symptomatic CBDS). Propensity score matching was performed to reduce possible bias in the baseline characteristics between the two groups, yielding 221 matched patients. Primary outcomes included early adverse events (AEs) during ERCP, while secondary outcomes included technical success rate and late AEs.
Results: Regarding ERCP-related early AEs, the incidence of PEP was 6.3% in group A and 4.5% in group S, with no significant difference between the groups. The technical success rates were 87.8% and 84.6% in groups A and S, respectively, with no significant difference. The most common late AE was the recurrence of CBDS (11.3% in group A versus 18.6% in group S [p = 0.04]); Kaplan-Meier analysis also revealed a tendency toward a higher cumulative incidence in group S.
Conclusion: Endoscopic transpapillary stone extraction in asymptomatic elderly patients may be beneficial.
{"title":"Comparative Outcomes of Endoscopic Treatment for Symptomatic and Asymptomatic Common Bile Duct Stones in the Elderly: A Propensity Score-Based Cohort Analysis.","authors":"Kota Shimojo, Akinori Maruta, Keisuke Iwata, Yuhei Iwasa, Mitsuru Okuno, Kensaku Yoshida, Shinya Uemura, Tsuyoshi Mukai, Takuji Iwashita, Masahito Shimizu","doi":"10.1002/jhbp.70059","DOIUrl":"https://doi.org/10.1002/jhbp.70059","url":null,"abstract":"<p><strong>Introduction: </strong>Various guidelines recommend endoscopic stone removal for asymptomatic common bile duct stones (CBDS); however, previous studies have indicated that asymptomatic CBDS is associated with a higher incidence of post-ERCP pancreatitis (PEP). Our study aimed to compare the clinical outcomes of ERCP between elderly patients with asymptomatic and symptomatic CBDS.</p><p><strong>Methods: </strong>Elderly patients with CBDS were divided into two groups: A (asymptomatic CBDS) and S (symptomatic CBDS). Propensity score matching was performed to reduce possible bias in the baseline characteristics between the two groups, yielding 221 matched patients. Primary outcomes included early adverse events (AEs) during ERCP, while secondary outcomes included technical success rate and late AEs.</p><p><strong>Results: </strong>Regarding ERCP-related early AEs, the incidence of PEP was 6.3% in group A and 4.5% in group S, with no significant difference between the groups. The technical success rates were 87.8% and 84.6% in groups A and S, respectively, with no significant difference. The most common late AE was the recurrence of CBDS (11.3% in group A versus 18.6% in group S [p = 0.04]); Kaplan-Meier analysis also revealed a tendency toward a higher cumulative incidence in group S.</p><p><strong>Conclusion: </strong>Endoscopic transpapillary stone extraction in asymptomatic elderly patients may be beneficial.</p>","PeriodicalId":16056,"journal":{"name":"Journal of Hepato‐Biliary‐Pancreatic Sciences","volume":" ","pages":""},"PeriodicalIF":2.8,"publicationDate":"2025-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145856951","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}