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基于磁共振成像(MRI)的肝内胆管癌术后复发预测及治疗方向模型开发的初步研究。

A preliminary study of developing an MRI-based model for postoperative recurrence prediction and treatment direction of intrahepatic cholangiocarcinoma.

作者信息

Sheng Ruofan, Zheng Beixuan, Zhang Yunfei, Sun Wei, Yang Chun, Zeng Mengsu

机构信息

Department of Radiology, Zhongshan Hospital, Fudan University, No. 180 Fenglin Road, Xuhui District, Shanghai, 200032, China.

Shanghai Institute of Medical Imaging, Shanghai, 200032, China.

出版信息

Radiol Med. 2024 Dec;129(12):1766-1777. doi: 10.1007/s11547-024-01910-y. Epub 2024 Nov 2.

Abstract

PURPOSE

To establish an MRI-based predictive model for postoperative recurrence in intrahepatic cholangiocarcinoma (iCCA) and further to evaluate the model utility in treatment direction for neoadjuvant and adjuvant therapies.

MATERIALS AND METHODS

Totally 114 iCCA patients with curative surgery were retrospectively included, including 38 patients in the neoadjuvant treatment, traditional surgery, and adjuvant treatment groups for each. Predictive variables associated with postoperative recurrence were identified using univariate and multivariate Cox regression analyses, and a prognostic model was formulated. Recurrence-free survival (RFS) curves were compared using log-rank test between MRI-predicted high-risk and low-risk iCCAs stratified by the optimal threshold.

RESULTS

Tumor multiplicity (hazard ratio (HR) = 1.671 [95%CI 1.036, 2.695], P = 0.035), hemorrhage (HR = 2.391 [95%CI 1.189, 4.810], P = 0.015), peri-tumor diffusion-weighted hyperintensity (HR = 1.723 [95%CI 1.085, 2.734], P = 0.021), and positive regional lymph node (HR = 2.175 [95%CI 1.295, 3.653], P = 0.003) were independently associated with postoperative recurrence; treatment group was not significantly related to recurrence (P > 0.05). Independent variables above were incorporated for the recurrence prediction model, the 1-year and 2-year time-dependent area under the curve values were 0.723 (95%CI 0.631, 0.815) and 0.725 (95%CI 0.634, 0.816), respectively. After risk stratification, the MRI-predicted high-risk iCCA patients had higher cumulative incidences of recurrence and worse RFS than the low-risk patients (P < 0.001 for both). In the MRI-predicted high-risk patients, neoadjuvant therapy was associated with improved all-stage RFS (P = 0.034), and adjuvant therapy was associated with improved RFS after 4 months (P = 0.014).

CONCLUSIONS

The MRI-based iCCA recurrence predictive model may serve as a decision-making tool for both personalized prognostication and therapy selection.

摘要

目的

建立基于磁共振成像(MRI)的肝内胆管癌(iCCA)术后复发预测模型,并进一步评估该模型在新辅助和辅助治疗方向的应用价值。

材料与方法

回顾性纳入114例行根治性手术的iCCA患者,新辅助治疗组、传统手术组和辅助治疗组各38例。采用单因素和多因素Cox回归分析确定与术后复发相关的预测变量,并建立预后模型。通过对数秩检验比较按最佳阈值分层的MRI预测高危和低危iCCA患者的无复发生存(RFS)曲线。

结果

肿瘤多灶性(风险比[HR]=1.671[95%置信区间1.036,2.695],P=0.035)、出血(HR=2.391[95%置信区间1.189,4.810],P=0.015)、肿瘤周围扩散加权高信号(HR=1.723[95%置信区间1.085,2.734],P=0.021)和区域淋巴结阳性(HR=2.175[95%置信区间1.295,3.653],P=0.003)与术后复发独立相关;治疗组与复发无显著相关性(P>0.05)。将上述自变量纳入复发预测模型,1年和2年的时间依赖性曲线下面积值分别为0.723(95%置信区间0.631,0.815)和0.725(95%置信区间0.634,0.816)。风险分层后,MRI预测的高危iCCA患者的复发累积发生率高于低危患者,RFS更差(两者P<0.001)。在MRI预测的高危患者中,新辅助治疗与全阶段RFS改善相关(P=0.034),辅助治疗与4个月后的RFS改善相关(P=0.014)。

结论

基于MRI的iCCA复发预测模型可作为个性化预后评估和治疗选择的决策工具。

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