Pharmacokinetic parameters derived from dynamic contrast enhanced MRI of cervical cancers predict chemoradiotherapy outcome

被引:85
作者
Andersen, Erlend K. F. [1 ]
Hole, Knut Hakon [2 ,6 ]
Lund, Kjersti V. [2 ]
Sundfor, Kolbein [3 ]
Kristensen, Gunnar B. [3 ,4 ]
Lyng, Heidi [5 ]
Malinen, Eirik [1 ,6 ]
机构
[1] Oslo Univ Hosp, Dept Med Phys, N-0424 Oslo, Norway
[2] Oslo Univ Hosp, Dept Radiol, Oslo, Norway
[3] Oslo Univ Hosp, Dept Gynecol Oncol, Oslo, Norway
[4] Oslo Univ Hosp, Inst Med Informat, Oslo, Norway
[5] Oslo Univ Hosp, Dept Radiat Biol, Oslo, Norway
[6] Univ Oslo, Oslo, Norway
关键词
Cervical cancer; Radiotherapy; MRI; Contrast enhancement; Gd-DTPA; Pharmacokinetic analysis; Prediction; CARCINOMA XENOGRAFTS; RADIATION RESPONSE; GD-DTPA; HYPOXIA; KINETICS; TRACER;
D O I
10.1016/j.radonc.2012.11.007
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Purpose: To assess the prognostic value of pharmacokinetic parameters derived from pre-chemoradiotherapy dynamic contrast enhanced magnetic resonance imaging (DCE-MRI) of cervical cancer patients. Materials and methods: Seventy-eight patients with locally advanced cervical cancer underwent DCE-MRI with Gd-DTPA before chemoradiotherapy. The pharmacokinetic Brix and Tofts models were fitted to contrast enhancement curves in all tumor voxels, providing histograms of several pharmacokinetic parameters (Brix: A(Brix), k(ep), k(ei), Tofts: K-trans, nu(e)). A percentile screening approach including log-rank survival tests was undertaken to identify the clinically most relevant part of the intratumoral parameter distribution. Clinical endpoints were progression-free survival (PFS) and locoregional control (LRC). Multivariate analysis including FIGO stage and tumor volume was used to assess the prognostic significance of the imaging parameters. Results: A(Brix), k(ei), and K-trans were significantly (P < 0.05) positively associated with both clinical LRC and PFS, while nu(e) was significantly positively correlated with PFS only. k(ep) showed no association with any endpoint. A(Brix) was positively correlated with K-trans and nu(e), and showed the strongest association with endpoint in the log-rank testing. k(ei) and K-trans were independent prognostic factors in multivariate analysis with LRC as endpoint. Conclusions: Parameters estimated by pharmacokinetic analysis of DCE-MR images obtained prior to chemoradiotherapy may be used for identifying patients at risk of treatment failure. (C) 2012 Elsevier Ireland Ltd. All rights reserved.
引用
收藏
页码:117 / 122
页数:6
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