共 43 条
Combination of IVIM with DCE-MRI for diagnostic and prognostic evaluation of breast cancer
被引:2
作者:

Zhang, Jing
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LanZhou Univ, Hosp 2, Dept Magnet Resonance, Lanzhou 730030, Peoples R China LanZhou Univ, Hosp 2, Dept Magnet Resonance, Lanzhou 730030, Peoples R China

Zheng, Yurong
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机构:
LanZhou Univ, Hosp 2, Dept Magnet Resonance, Lanzhou 730030, Peoples R China
Gansu Prov Clin Res Ctr Funct & Mol Imaging, Lanzhou 730030, Peoples R China LanZhou Univ, Hosp 2, Dept Magnet Resonance, Lanzhou 730030, Peoples R China

Li, Li
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LanZhou Univ, Hosp 2, Dept Magnet Resonance, Lanzhou 730030, Peoples R China
Gansu Prov Clin Res Ctr Funct & Mol Imaging, Lanzhou 730030, Peoples R China LanZhou Univ, Hosp 2, Dept Magnet Resonance, Lanzhou 730030, Peoples R China

Wang, Rui
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LanZhou Univ, Hosp 2, Dept Magnet Resonance, Lanzhou 730030, Peoples R China
Gansu Prov Clin Res Ctr Funct & Mol Imaging, Lanzhou 730030, Peoples R China LanZhou Univ, Hosp 2, Dept Magnet Resonance, Lanzhou 730030, Peoples R China

Jiang, Weilong
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Gansu Prov Hosp Tradit Chinese Med, Lanzhou 730000, Gansu, Peoples R China LanZhou Univ, Hosp 2, Dept Magnet Resonance, Lanzhou 730030, Peoples R China

Ai, Kai
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Philips Healthcare, Xian, Peoples R China LanZhou Univ, Hosp 2, Dept Magnet Resonance, Lanzhou 730030, Peoples R China

Gan, Tiejun
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机构:
LanZhou Univ, Hosp 2, Dept Magnet Resonance, Lanzhou 730030, Peoples R China
Gansu Prov Clin Res Ctr Funct & Mol Imaging, Lanzhou 730030, Peoples R China LanZhou Univ, Hosp 2, Dept Magnet Resonance, Lanzhou 730030, Peoples R China

Wang, Pengfei
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h-index: 0
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LanZhou Univ, Hosp 2, Dept Magnet Resonance, Lanzhou 730030, Peoples R China
Gansu Prov Clin Res Ctr Funct & Mol Imaging, Lanzhou 730030, Peoples R China LanZhou Univ, Hosp 2, Dept Magnet Resonance, Lanzhou 730030, Peoples R China
机构:
[1] LanZhou Univ, Hosp 2, Dept Magnet Resonance, Lanzhou 730030, Peoples R China
[2] Gansu Prov Clin Res Ctr Funct & Mol Imaging, Lanzhou 730030, Peoples R China
[3] Gansu Prov Hosp Tradit Chinese Med, Lanzhou 730000, Gansu, Peoples R China
[4] Philips Healthcare, Xian, Peoples R China
关键词:
IVIM;
DCE-MRI;
ER;
PR;
HER2;
ALN(axillary lymph node);
Breast cancer;
correlation analysis;
CONTRAST-ENHANCED MRI;
APPARENT DIFFUSION-COEFFICIENT;
PERFUSION PARAMETERS;
KINETIC CURVE;
WEIGHTED MRI;
KI-67;
ASSOCIATIONS;
EXPRESSION;
PREDICTION;
SUBTYPES;
D O I:
10.1016/j.mri.2024.07.003
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: To identify the most effective combination of DCE-MRI (K-trans,K-ep) and IVIM (D,f) and analyze the correlations of these parameters with prognostic indicators (ER, PR, and HER2, Ki-67 index, axillary lymph node (ALN) and tumor size) to improve the diagnostic and prognostic efficiency in breast cancer. Methods: This is a prospective study. We performed T1WI, T2WI, IVIM, DCE-MRI at 3 T MRI examinations on benign and malignant breast lesions that met the inclusion criteria. We also collected pathological results of corresponding lesions, including ER, PR, and HER2, Ki-67 index, axillary lymph node (ALN) and tumor size. The diagnostic efficacy of DCE-MRI, IVIM imaging, and their combination for benign and malignant breast lesions was assessed. Correlations between the DCE-MRI and IVIM parameters and prognostic indicators were assessed. Results: Overall,59 female patients with 62 lesions (22 benign lesions and 40 malignant lesions) were included in this study. The malignant group showed significantly lower D values (p < 0.05) and significantly higher K-trans, K-ep, and f values (p < 0.05). The AUC values of DCE, IVIM, DCE + IVIM were 0.828, 0.882, 0.901. K-trans, K-ep, D and f values were correlated with the pathological grade (p < 0.05); K-trans was negatively correlated with ER expression (r = -0.519, p < 0.05); K-ep was correlated with PR expression and the Ki-67 index (r = -0.489, 0.330, p < 0.05); the DCE and IVIM parameters showed no significant correlations with the HER2 and ALN (p > 0.05). Tumor diameter was correlated with the K-ep, D and f values (r = 0.246, -0.278, 0.293; p < 0.05). Conclusion: IVIM and DCE-MRI allowed differential diagnosis of benign and malignant breast lesions, and their combination showed significantly better diagnostic efficiency. DCE- and IVIM-derived parameters showed correlations with some prognostic factors for breast cancer.
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Oregon Hlth & Sci Univ, Diagnost Radiol, Portland, OR 97201 USA Oregon Hlth & Sci Univ, Diagnost Radiol, Portland, OR 97201 USA

Chui, Stephen Y-C
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Oregon Hlth & Sci Univ, Med Oncol, Portland, OR 97201 USA
Oregon Hlth & Sci Univ, Knight Canc Inst, Portland, OR 97201 USA Oregon Hlth & Sci Univ, Diagnost Radiol, Portland, OR 97201 USA

Roy, Nicole
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Oregon Hlth & Sci Univ, Diagnost Radiol, Portland, OR 97201 USA Oregon Hlth & Sci Univ, Diagnost Radiol, Portland, OR 97201 USA

Troxell, Megan L.
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Oregon Hlth & Sci Univ, Knight Canc Inst, Portland, OR 97201 USA
Oregon Hlth & Sci Univ, Pathol, Portland, OR 97201 USA Oregon Hlth & Sci Univ, Diagnost Radiol, Portland, OR 97201 USA

Naik, Arpana
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Oregon Hlth & Sci Univ, Knight Canc Inst, Portland, OR 97201 USA
Oregon Hlth & Sci Univ, Surg Oncol, Portland, OR 97201 USA Oregon Hlth & Sci Univ, Diagnost Radiol, Portland, OR 97201 USA

Kemmer, Kathleen A.
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Oregon Hlth & Sci Univ, Med Oncol, Portland, OR 97201 USA
Oregon Hlth & Sci Univ, Knight Canc Inst, Portland, OR 97201 USA Oregon Hlth & Sci Univ, Diagnost Radiol, Portland, OR 97201 USA

Chen, Yiyi
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Oregon Hlth & Sci Univ, Knight Canc Inst, Portland, OR 97201 USA
Oregon Hlth & Sci Univ, Publ Hlth & Prevent Med, Portland, OR 97201 USA Oregon Hlth & Sci Univ, Diagnost Radiol, Portland, OR 97201 USA

Holtorf, Megan L.
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Afzal, Aneela
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Oregon Hlth & Sci Univ, Adv Imaging Res Ctr, 3181 SW Sam Jackson Pk Rd, Portland, OR 97239 USA Oregon Hlth & Sci Univ, Diagnost Radiol, Portland, OR 97201 USA

Springer, Charles S., Jr.
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Oregon Hlth & Sci Univ, Adv Imaging Res Ctr, 3181 SW Sam Jackson Pk Rd, Portland, OR 97239 USA Oregon Hlth & Sci Univ, Diagnost Radiol, Portland, OR 97201 USA

Li, Xin
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Oregon Hlth & Sci Univ, Adv Imaging Res Ctr, 3181 SW Sam Jackson Pk Rd, Portland, OR 97239 USA Oregon Hlth & Sci Univ, Diagnost Radiol, Portland, OR 97201 USA

Huang, Wei
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Oregon Hlth & Sci Univ, Adv Imaging Res Ctr, 3181 SW Sam Jackson Pk Rd, Portland, OR 97239 USA Oregon Hlth & Sci Univ, Diagnost Radiol, Portland, OR 97201 USA