Is there any correlation between model-based perfusion parameters and model-free parameters of time-signal intensity curve on dynamic contrast enhanced MRI in breast cancer patients?

被引:53
作者
Yi, Boram [1 ]
Kang, Doo Kyoung [1 ]
Yoon, Dukyong [2 ]
Jung, Yong Sik [3 ]
Kim, Ku Sang [3 ]
Yim, Hyunee [4 ]
Kim, Tae Hee [1 ]
机构
[1] Ajou Univ, Sch Med, Dept Radiol, Suwon 442749, Gyeonggi Do, South Korea
[2] Ajou Univ, Sch Med, Dept Biomed Informat, Suwon 442749, Gyeonggi Do, South Korea
[3] Ajou Univ, Sch Med, Dept Surg, Suwon 442749, Gyeonggi Do, South Korea
[4] Ajou Univ, Sch Med, Dept Pathol, Suwon 442749, Gyeonggi Do, South Korea
关键词
Breast; Dynamic contrast-enhanced MRI; Model-based perfusion parameter; Time-signal intensity curve; Collinearity; PHARMACOKINETIC PARAMETERS; NEOADJUVANT CHEMOTHERAPY; DIAGNOSIS; TRACER;
D O I
10.1007/s00330-014-3100-6
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
To find out any correlation between dynamic contrast-enhanced (DCE) model-based parameters and model-free parameters, and evaluate correlations between perfusion parameters with histologic prognostic factors. Model-based parameters (Ktrans, Kep and Ve) of 102 invasive ductal carcinomas were obtained using DCE-MRI and post-processing software. Correlations between model-based and model-free parameters and between perfusion parameters and histologic prognostic factors were analysed. Mean Kep was significantly higher in cancers showing initial rapid enhancement (P = 0.002) and a delayed washout pattern (P = 0.001). Ve was significantly lower in cancers showing a delayed washout pattern (P = 0.015). Kep significantly correlated with time to peak enhancement (TTP) (rho = -0.33, P < 0.001) and washout slope (rho = 0.39, P = 0.002). Ve was significantly correlated with TTP (rho = 0.33, P = 0.002). Mean Kep was higher in tumours with high nuclear grade (P = 0.017). Mean Ve was lower in tumours with high histologic grade (P = 0.005) and in tumours with negative oestrogen receptor status (P = 0.047). TTP was shorter in tumours with negative oestrogen receptor status (P = 0.037). We could acquire general information about the tumour vascular physiology, interstitial space volume and pathologic prognostic factors by analyzing time-signal intensity curve without a complicated acquisition process for the model-based parameters. aEuro cent Kep mainly affected the initial and delayed curve pattern in time-signal intensity curve. aEuro cent There is significant correlation between model-based and model-free parameters. aEuro cent We acquired information about tumour vascular physiology, interstitial space volume and prognostic factors.
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页码:1089 / 1096
页数:8
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