Texture features of colorectal liver metastases on pretreatment contrast-enhanced CT may predict response and prognosis in patients treated with bevacizumab-containing chemotherapy: a pilot study including comparison with standard chemotherapy

被引:42
|
作者
Ravanelli, Marco [1 ]
Agazzi, Giorgio Maria [1 ]
Tononcelli, Elena [1 ]
Roca, Elisa [2 ]
Cabassa, Paolo [4 ]
Baiocchi, Gianluca [3 ]
Berruti, Alfredo [2 ]
Maroldi, Roberto [1 ]
Farina, Davide [1 ]
机构
[1] Univ Brescia, Dept Radiol, Ple Spedali Civili 1, I-25123 Brescia, Italy
[2] Univ Brescia, Dept Oncol, Ple Spedali Civili 1, I-25123 Brescia, Italy
[3] Univ Brescia, Dept Surg, Ple Spedali Civili 1, I-25123 Brescia, Italy
[4] Mellino Mellini Hosp, Dept Radiol, Viale Mazzini 4, I-25032 Chiari, Italy
来源
RADIOLOGIA MEDICA | 2019年 / 124卷 / 09期
关键词
Contrast-enhanced computed tomography; Texture analysis; Colorectal cancer; Liver metastases; Bevacizumab; CELL LUNG-CANCER; COMPUTED-TOMOGRAPHY; TUMOR HETEROGENEITY; IMAGING BIOMARKERS; DCE-MRI; SURVIVAL; DISEASE; MANAGEMENT; THERAPY;
D O I
10.1007/s11547-019-01046-4
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Purpose Bevacizumab added to chemotherapy can improve survival in patients with metastatic colorectal cancer, but no predictive factors of efficacy are available in clinical practice. The aim of this study is to assess the predictive and prognostic value of texture analysis on pretreatment contrast-enhanced CT in patients affected by colorectal liver metastases. Materials and methods Forty-three patients with colorectal liver metastases were retrospectively included in the study: 23 treated with bevacizumab-containing chemotherapy (group A), and 20 with standard chemotherapy (group B). Target liver lesions were analyzed by texture analysis of pretreatment contrast-enhanced CT. Texture analysis produced the parameter uniformity, describing lesion heterogeneity. Radiological response was classified after 3 months according to RECIST-1.1. Overall survival (OS) and progression-free survival (PFS) were considered to be outcome indicators. Multivariable logistic regression and survival analysis were performed. Results Uniformity was lower in responders than in nonresponders (p < 0.001) in group A but not in group B. Lesion CT density was lower in nonresponders in both groups (p = 0.03 and 0.02, respectively). In group A, uniformity was independently correlated with radiological response (odds ratio = 20, p = 0.01), OS and PFS (relative risks 6.94 and 5.05, respectively; p = 0.005 and p = 0.004, respectively). In group B, no variables were correlated with radiological response, OS or PFS. Conclusion Texture analysis on contrast-enhanced CT stratified response probability and prognosis in patients with colorectal liver metastases treated with bevacizumab-containing therapy. This result was specific for the bevacizumab group.
引用
收藏
页码:877 / 886
页数:10
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