Prediction of the therapeutic response after FOLFOX and FOLFIRI treatment for patients with liver metastasis from colorectal cancer using computerized CT texture analysis

被引:116
作者
Ahn, Su Joa [1 ]
Kim, Jung Hoon [1 ,2 ]
Park, Sang Joon [1 ,3 ]
Han, Joon Koo [1 ,2 ]
机构
[1] Seoul Natl Univ Hosp, Dept Radiol, Seoul, South Korea
[2] Seoul Natl Univ, Coll Med, Inst Radiat Med, Seoul, South Korea
[3] Seoul Natl Univ, Canc Res Inst, Seoul, South Korea
关键词
CT; Texture analysis; Hepatic metastasis from colorectal cancer; Cytotoxic chemotherapy; Therapeutic response; TUMOR HETEROGENEITY; POTENTIAL MARKER; SURVIVAL; METABOLISM; IRINOTECAN; CARCINOMA; DIAGNOSIS; IMAGES; STAGE;
D O I
10.1016/j.ejrad.2016.08.014
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
100231 [临床病理学]; 100902 [航空航天医学];
摘要
Purpose: To determine whether baseline CT texture analysis of hepatic metastasis from colorectal cancer (CRC) is predictive of therapeutic response after cytotoxic chemotherapy. Materials and methods: 235 patients with liver metastasis from CRC who underwent CT and cytotoxic chemotherapy using FOLFOX and FOLFIRI were divided into derivation cohort (n = 145) and validation cohort (n = 90). The CT texture of the hepatic metastasis was quantified using baseline CT. We analyzed the independent predictor for the response from derivation cohort and validated it using validation cohort. We also compared texture features between included four CT scanners. Results: 89 responding and 146 non-responding patients were evaluated. In the derivation cohort, lower skewness (OR, 6.739) in 2D, higher mean attenuation (OR, 2.587), and narrower standard deviation (SD) (OR, 3.163) in 3D were independently associated with response to chemotherapy. However, only lower skewness (P=0.213) on 2D and narrower SD on 3D analysis (P=0.097) did not show a significant difference on either CT scanner. When applied to the validation set, the lower skewness on 2D (AUC = 0.797) and narrower SD on 3D (AUC=0.785) showed good performance. Conclusion: CT texture analysis is useful for prediction of therapeutic response after cytotoxic chemotherapy in patients with liver metastasis from colorectal cancer. (C) 2016 Elsevier Ireland Ltd. All rights reserved.
引用
收藏
页码:1867 / 1874
页数:8
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