医学
烧蚀
离格
烧蚀区
微波消融
核医学
置信区间
放射科
比例危险模型
转移
边距(机器学习)
放射治疗
外科
内科学
癌症
机器学习
计算机科学
作者
Yuan‐Mao Lin,Iwan Paolucci,Jéssica Albuquerque Marques Silva,Caleb S. O’Connor,Bryan Fellman,A. Kyle Jones,J. Kuban,Steven Y. Huang,Zeyad Metwalli,Kristy K. Brock,Bruno C. Odisio
标识
DOI:10.1097/rli.0000000000001023
摘要
Objectives The aim of this study was to investigate the prognostic value of 3-dimensional minimal ablative margin (MAM) quantified by intraprocedural versus initial follow-up computed tomography (CT) in predicting local tumor progression (LTP) after colorectal liver metastasis (CLM) thermal ablation. Materials and Methods This single-institution, patient-clustered, tumor-based retrospective study included patients undergoing microwave and radiofrequency ablation between 2016 and 2021. Patients without intraprocedural and initial follow-up contrast-enhanced CT, residual tumors, or with follow-up less than 1 year without LTP were excluded. Minimal ablative margin was quantified by a biomechanical deformable image registration method with segmentations of CLMs on intraprocedural preablation CT and ablation zones on intraprocedural postablation and initial follow-up CT. Prognostic value of MAM to predict LTP was tested using area under the curve and competing-risk regression model. Results A total of 68 patients (mean age ± standard deviation, 57 ± 12 years; 43 men) with 133 CLMs were included. During a median follow-up of 30.3 months, LTP rate was 17% (22/133). The median volume of ablation zone was 27 mL and 16 mL segmented on intraprocedural and initial follow-up CT, respectively ( P < 0.001), with corresponding median MAM of 4.7 mm and 0 mm, respectively ( P < 0.001). The area under the curve was higher for MAM quantified on intraprocedural CT (0.89; 95% confidence interval [CI], 0.83–0.94) compared with initial follow-up CT (0.66; 95% CI, 0.54–0.76) in predicting 1-year LTP ( P < 0.001). An MAM of 0 mm on intraprocedural CT was an independent predictor of LTP with a subdistribution hazards ratio of 11.9 (95% CI, 4.9–28.9; P < 0.001), compared with 2.4 (95% CI, 0.9–6.0; P = 0.07) on initial follow-up CT. Conclusions Ablative margin quantified on intraprocedural CT significantly outperformed initial follow-up CT in predicting LTP and should be used for ablation endpoint assessment.
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