Personalized Surveillance Intervals for Intraductal Papillary Mucinous Neoplasm (IPMN): Multicenter Study Using Parametric Models.

IF 7.5 1区 医学 Q1 SURGERY
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
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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.

目的背景数据摘要:低风险分支导管内乳头状黏液瘤(BD-IPMNs)的监测间隔时间尚未确定:低风险分支导管内乳头状粘液肿瘤(BD-IPMNs)的监测间隔时间尚未确定:研究对象包括无令人担忧特征(WFs)或高危征象(HRS)的BD-IPMNs国际队列。IPMN演变的定义是出现HRS或WFs。推导组包括 60% 的患者。验证组包括其余患者。在推导队列中使用阿凯克(AIC)和贝叶斯(BIC)信息标准和 c 指数建立了参数生存模型。使用 "k-fold "验证来测量协变量对加速失败时间的影响。建立了两个模型("标准 "和 "保守"),并使用第二个队列进行了验证:结果:推导队列和验证队列分别包括 1,992 个和 1,119 个 BD-IPMNs。对数正态分布最适合衍生队列(AIC=2673;BIC=2718)。汇总的 c 指数为 0.689(0.668 至 0.718,95%CI)。减少 IPMN 演变所需时间的因素是年龄[每年-2%(-1% 至-3%)]和囊肿大小[每毫米-2%(0% 至-3%)]。被称为 PANORAMA 的 "保守 "模型是唯一能对验证队列进行正确分类的模型(c 指数为 0.712 vs. 0.696;P=0.072):WF和HRS的发展受患者年龄和囊肿大小的影响。在 6 个月时进行谨慎的首次控制后,在此时间段内重复进行半年度/年度随访可能会过于紧张。
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来源期刊
Annals of surgery
Annals of surgery 医学-外科
CiteScore
14.40
自引率
4.40%
发文量
687
审稿时长
4 months
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.
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