Claudio Ricci, Stefano Crippa, Johnathan Hee, Hyesol Jung, Gabriele Capurso, Marco Ferronato, José Lariño Noia, Myrte Gorris, Paula Ghaneh, Ihsan Ekin Demir, Nuzhat Ahmad, Max Heckler, Giulio Belfiori, Francesca Aleotti, Youngmin Han, Wooil Kwon, Gaetano Lauri, Matteo Tacelli, Olivier Busch, Kulbir Mann, Marina Migliori, Paolo Giorgio Arcidiacono, Helmut Friess, Charles M Vollmer, Thilo Hackert, Marc Besselink, Riccardo Casadei, Jin-Young Jang, Brian Kim-Poh Goh, Massimo Falconi, Giovanni Marchegiani
{"title":"Personalized Surveillance Intervals for Intraductal Papillary Mucinous Neoplasm (IPMN): Multicenter Study Using Parametric Models.","authors":"Claudio Ricci, Stefano Crippa, Johnathan Hee, Hyesol Jung, Gabriele Capurso, Marco Ferronato, José Lariño Noia, Myrte Gorris, Paula Ghaneh, Ihsan Ekin Demir, Nuzhat Ahmad, Max Heckler, Giulio Belfiori, Francesca Aleotti, Youngmin Han, Wooil Kwon, Gaetano Lauri, Matteo Tacelli, Olivier Busch, Kulbir Mann, Marina Migliori, Paolo Giorgio Arcidiacono, Helmut Friess, Charles M Vollmer, Thilo Hackert, Marc Besselink, Riccardo Casadei, Jin-Young Jang, Brian Kim-Poh Goh, Massimo Falconi, Giovanni Marchegiani","doi":"10.1097/SLA.0000000000006702","DOIUrl":null,"url":null,"abstract":"<p><strong>Objective: </strong>The aim was to build a calculator for personalized surveillance of BD-IPMNs.</p><p><strong>Summary background data: </strong>The interval time for surveillance of low-risk branch duct intraductal papillary mucinous neoplasms (BD-IPMNs) has not been established yet.</p><p><strong>Methods: </strong>The study included an international cohort of BD-IPMNs without worrisome features (WFs) or high-risk stigmata (HRS). IPMN evolution was defined as the occurrence of HRS or WFs. The derivation cohort comprised 60% of patients. The validation group comprised the remaining patients. A parametric survival model was developed in the derivation cohort using Akaike (AIC) and Bayesian (BIC) information criteria and c-index. A \"k-fold\" validation was used to measure the covariate effect on the accelerated failure time. Two models (\"standard\" and \"conservative\") were built and validated using the second cohort.</p><p><strong>Results: </strong>The derivation and validation cohorts included 1,992 and 1,119 BD-IPMNs. The lognormal distribution best fitted the derivation cohort (AIC=2673; BIC=2718). The pooled c-index was 0.689 (0.668 to 0.718, 95%CI). The factors reducing the time needed for IPMN evolution were age [- 2% (-1% to -3%) for each year] and cyst size [-2% (0% to -3%); for each mm]. The \"conservative\" model, called PANORAMA, was the only one that correctly classified the validation cohort (c-index 0.712 vs. 0.696; P=0.072).</p><p><strong>Conclusion and relevance: </strong>The development of WF and HRS is influenced by the patient's age and cyst size. After a prudential first control at six months, repeating a semestral/annual follow-up in this time frame could be too tight.</p>","PeriodicalId":8017,"journal":{"name":"Annals of surgery","volume":" ","pages":""},"PeriodicalIF":7.5000,"publicationDate":"2025-03-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Annals of surgery","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1097/SLA.0000000000006702","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"SURGERY","Score":null,"Total":0}
引用次数: 0
Abstract
Objective: The aim was to build a calculator for personalized surveillance of BD-IPMNs.
Summary background data: The interval time for surveillance of low-risk branch duct intraductal papillary mucinous neoplasms (BD-IPMNs) has not been established yet.
Methods: The study included an international cohort of BD-IPMNs without worrisome features (WFs) or high-risk stigmata (HRS). IPMN evolution was defined as the occurrence of HRS or WFs. The derivation cohort comprised 60% of patients. The validation group comprised the remaining patients. A parametric survival model was developed in the derivation cohort using Akaike (AIC) and Bayesian (BIC) information criteria and c-index. A "k-fold" validation was used to measure the covariate effect on the accelerated failure time. Two models ("standard" and "conservative") were built and validated using the second cohort.
Results: The derivation and validation cohorts included 1,992 and 1,119 BD-IPMNs. The lognormal distribution best fitted the derivation cohort (AIC=2673; BIC=2718). The pooled c-index was 0.689 (0.668 to 0.718, 95%CI). The factors reducing the time needed for IPMN evolution were age [- 2% (-1% to -3%) for each year] and cyst size [-2% (0% to -3%); for each mm]. The "conservative" model, called PANORAMA, was the only one that correctly classified the validation cohort (c-index 0.712 vs. 0.696; P=0.072).
Conclusion and relevance: The development of WF and HRS is influenced by the patient's age and cyst size. After a prudential first control at six months, repeating a semestral/annual follow-up in this time frame could be too tight.
期刊介绍:
The Annals of Surgery is a renowned surgery journal, recognized globally for its extensive scholarly references. It serves as a valuable resource for the international medical community by disseminating knowledge regarding important developments in surgical science and practice. Surgeons regularly turn to the Annals of Surgery to stay updated on innovative practices and techniques. The journal also offers special editorial features such as "Advances in Surgical Technique," offering timely coverage of ongoing clinical issues. Additionally, the journal publishes monthly review articles that address the latest concerns in surgical practice.