Developing a predictive model for healing of clinically relevant pancreatic fistulas post-pancreatoduodenectomy based on clinical and imaging nutritional status.
Yuan Xu, Bo Liu, Hong Liu, Rui Xu, Jiachen Sun, Yufeng Li, Tiezhu Ren, Jianli Liu, Hao Liu, Junlin Zhou
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引用次数: 0
Abstract
Background: Clinically relevant pancreatic fistula (CR-PF) is a common complication following pancreaticoduodenectomy, and delayed healing (DH) of the fistula can lead to poor prognosis. We aimed to predict DH of CR-PF based on postoperative clinical and imaging-related inflammation and nutritional status in patients.
Methods: We retrospectively collected data from 121 patients who developed grade B CR-PF following pancreaticoduodenectomy (PD) at two centers between 2018 and 2023. Patients were categorized into early and delayed healing groups based on the median healing time. Postoperative contrast-enhanced CT was used to measure pancreatic thickness (PT), main pancreatic duct diameter (DPD), and psoas muscle index (PMI). Logistic regression analysis was used to identify risk factors associated with delayed healing and to construct a predictive model. Model performance was evaluated using the area under the receiver operating characteristic curve (AUC), calibration curve, and decision curve analysis (DCA).
Results: Postoperative neutrophil-to-lymphocyte ratio, prognostic nutritional index, PMI, PT, and pancreatic texture (soft) were identified as independent risk factors for DH in patients with Grade B CR-PF. A comprehensive model was constructed based on these independent predictors. In the validation group, the model demonstrated an AUC of 0.840 (95% CI 0.711-0.969), and DCA and calibration curve indicated good predictive consistency and clinical utility.
Conclusion: The model constructed based on dual-center data can accurately predict DH of Grade B CR-PF, providing reference value for clinicians in nutritional support and surgical interventions for CR-PF.
背景:临床相关性胰瘘(CR-PF)是胰十二指肠切除术后常见的并发症,其延迟愈合(DH)可导致预后不良。我们的目的是根据患者术后临床和影像学相关炎症和营养状况来预测CR-PF的DH。方法:回顾性收集2018年至2023年两个中心121例胰十二指肠切除术(PD)后发生B级CR-PF的患者的数据。根据中位愈合时间将患者分为早期愈合组和延迟愈合组。术后采用增强CT测量胰腺厚度(PT)、主胰管直径(DPD)、腰肌指数(PMI)。采用Logistic回归分析确定与延迟愈合相关的危险因素,并建立预测模型。使用受试者工作特征曲线(AUC)下面积、校准曲线和决策曲线分析(DCA)来评估模型性能。结果:术后中性粒细胞与淋巴细胞比值、预后营养指数、PMI、PT和胰腺质地(软)被确定为B级CR-PF患者DH的独立危险因素。基于这些独立的预测因子构建了一个综合模型。在验证组中,模型的AUC为0.840 (95% CI 0.711-0.969), DCA和校准曲线具有良好的预测一致性和临床实用性。结论:基于双中心数据构建的模型能够准确预测B级CR-PF的DH,为临床医生对CR-PF的营养支持和手术干预提供参考价值。
期刊介绍:
Japanese Journal of Radiology is a peer-reviewed journal, officially published by the Japan Radiological Society. The main purpose of the journal is to provide a forum for the publication of papers documenting recent advances and new developments in the field of radiology in medicine and biology. The scope of Japanese Journal of Radiology encompasses but is not restricted to diagnostic radiology, interventional radiology, radiation oncology, nuclear medicine, radiation physics, and radiation biology. Additionally, the journal covers technical and industrial innovations. The journal welcomes original articles, technical notes, review articles, pictorial essays and letters to the editor. The journal also provides announcements from the boards and the committees of the society. Membership in the Japan Radiological Society is not a prerequisite for submission. Contributions are welcomed from all parts of the world.