MRI‐based nomogram estimates the risk of recurrence of primary nonmetastatic pancreatic neuroendocrine tumors after curative resection

列线图 医学 神经内分泌肿瘤 比例危险模型 危险系数 有效扩散系数 放射科 逻辑回归 胰腺神经内分泌肿瘤 磁共振成像 内科学 核医学 肿瘤科 置信区间
作者
Haitao Sun,Shilong Zhang,Kai Liu,Jianjun Zhou,Xing‐Xing Wang,Tingting Shen,Xu‐Hao Song,Yinglong Guo,Xiaolin Wang
出处
期刊:Journal of Magnetic Resonance Imaging [Wiley]
卷期号:50 (2): 397-409 被引量:18
标识
DOI:10.1002/jmri.26603
摘要

Background Accurate estimation of the recurrence of pancreatic neuroendocrine tumors help with prognosis, guide follow‐up, and avoid futile treatments. Purpose To investigate whether MRI features could preoperatively estimate the recurrence of pancreatic neuroendocrine tumors (PNETs) and to refine a novel prognostic model through developing a nomogram incorporating various MRI features. Study Type Retrospective. Population In all, 81 patients with clinicopathologically confirmed nonmetastatic PNETs. Field Strength/Sequences 1.5 T MR, including T 1 ‐weighted, T 2 ‐weighted, and diffusion‐weighted imaging sequences. Assessment Qualitative and quantitative MRI features of PNET were assessed by three experienced radiologists. Statistical Tests Uni‐ and multivariable analyses for recurrence‐free survival (RFS) were evaluated using a Cox proportional hazards model. The MRI‐based nomogram was then designed based on multivariable logistic analysis in our study and the performance of the nomogram was validated according to C‐index, calibration, and decision curve analyses. Results MRI features, including tumor size (hazard ratio [HR]: 14.131; P = 0.034), enhancement pattern (HR: 21.821, P = 0.032), and the apparent diffusion coefficient (ADC) values (HR: 0.055, P = 0.038) were significant independent predictors of RFS at multivariable analysis. The performance of the nomogram incorporating various MRI features (with a C‐index of 0.910) was improved compared with that based on tumor size, enhancement pattern, and ADC alone (with C‐index values of 0.672, 0.851, and 0.809, respectively). The calibration curve of the nomogram exhibited perfect consistency between estimation and observation at 0.5, 1, and 2 years after surgery. The decision curve showed that a nomogram incorporating three features had more favorable clinical predictive usefulness than any single feature. Data Conclusion MRI features can be considered effective recurrence predictors for PNETs after surgery. The preliminary nomogram incorporating various MRI features could assess the risk of recurrence in PNETs and may be used to optimize individual treatment strategies. Level of Evidence : 4 Technical Efficacy : Stage 2 J. Magn. Reson. Imaging 2019;50:397–409.
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