Optimization of intra-voxel incoherent motion measurement in diffusion-weighted imaging of breast cancer

被引:19
作者
Chen, Wenjing [1 ]
Zhang, Juan [2 ]
Long, Dan [2 ]
Wang, Zhenchang [3 ,4 ]
Zhu, Jian-Ming [1 ,3 ,4 ]
机构
[1] China Jiliang Univ, Inst Biomed Engn, Hangzhou, Zhejiang, Peoples R China
[2] Zhejiang Canc Hosp, Dept Radiol, Hangzhou, Zhejiang, Peoples R China
[3] Capital Med Univ, Beijing Friendship Hosp, Dept Radiol, Beijing, Peoples R China
[4] Capital Med Univ, Beijing Friendship Hosp, Ctr Med Imaging Res, Beijing, Peoples R China
关键词
breast cancer; b-value; diffusion-weighted imaging; intra-voxel incoherent motion; STEREOTACTIC RADIOSURGERY; RADIATION-THERAPY; DOSE CALCULATION; ACUROS XB; BRAIN METASTASES; DOSIMETRIC VALIDATION; MULTILEAF COLLIMATOR; FILM DOSIMETRY; SMALL FIELDS; MONTE-CARLO;
D O I
10.1002/acm2.12065
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: The purpose of this study was to optimize intra-voxel incoherent motion (IVIM) measurement in diffusion-weighted imaging (DWI) of breast cancer by separating perfusion and diffusion effects through the determination of an optimal threshold b-value, thus benign and cancerous breast tissues can be accurately differentiated using IVIM-derived diffusion and perfusion parameters. Materials and Methods: Twenty-eight patients, with biopsy-confirmed breast cancers, were studied with a 3T MRI scanner, using T1-weighted dynamic contrastenhanced MRI images, and diffusion-weighted images with nine b-values, ranging from 0 to 1000 s/mm(2) . IVIM-derived parameter maps for tissue diffusion coefficients D, perfusion fraction f, and pseudo-diffusion coefficients D* were computed using the segmented fitting method with optimized threshold b-value, and the sum of squared residuals (SSR) were calculated for IVIM-derived parameters in different breast lesions. Results: The IVIM analysis method developed in this work can separate perfusion and diffusion effects with the optimal threshold b-value of 300 s/mm(2), and the results of diffusion and perfusion parameters from IVIM analysis can be used to differentiate pathological changes in breast tissues. It was found that the averages and standard deviations of the diffusion and perfusion parameters, D, f, D*, are the following, for malignant, benign and normal breast tissues respectively: D (0.813 +/- 0.225 9 10(-)3 mm(2)/s, 1.437 +/- 0.538 x 10(-3) mm(2)/s, 1.838 +/- 0.213 x 10(-3) mm(2)/s), f (10.73 +/- 3.44%, 7.86 +/- 3.70%, 8.92 +/- 3.72%), D* (15.23 +/- 12.17x10(-3) mm(2)/s, 12.02 +/- 3.19 x 10(-3) mm(2)/s, 12.03 +/- 7.21 x 10(-3) mm(2)/s). Conclusion: IVIM-derived diffusion and perfusion parameter maps depend highly on the choice of threshold b-value. Using the methodology developed in this work, and with the optimized threshold b-value, the diffusion and perfusion parameters of breast tissues can be accurately assessed, making IVIM MRI a technique of choice for differential diagnosis of breast cancer.
引用
收藏
页码:191 / 199
页数:9
相关论文
共 42 条
[1]  
Abacioglu U, 2014, RADIAT ONCOL, V9, P1
[2]   STEREOTAXIC RADIOSURGERY FOR THE DEFINITIVE, NONINVASIVE TREATMENT OF BRAIN METASTASES [J].
ALEXANDER, E ;
MORIARTY, TM ;
DAVIS, RB ;
WEN, PY ;
FINE, HA ;
BLACK, PM ;
KOOY, HM ;
LOEFFLER, JS .
JNCI-JOURNAL OF THE NATIONAL CANCER INSTITUTE, 1995, 87 (01) :34-40
[3]   Whole brain radiation therapy with or without stereotactic radiosurgery boost for patients with one to three brain metastases: phase III results of the RTOG 9508 randomised trial [J].
Andrews, DW ;
Scott, CB ;
Sperduto, PW ;
Flanders, AE ;
Gaspar, LE ;
Schell, MC ;
Werner-Wasik, M ;
Demas, W ;
Ryu, J ;
Bahary, JP ;
Souhami, L ;
Rotman, M ;
Mehta, MP ;
Curran, WJ .
LANCET, 2004, 363 (9422) :1665-1672
[4]   Dosimetric characterization and use of GAFCHROMIC EBT3 film for IMRT dose verification [J].
Borca, Valeria Casanova ;
Pasquino, Massimo ;
Russo, Giuliana ;
Grosso, Pierangelo ;
Cante, Domenico ;
Sciacero, Piera ;
Girelli, Giuseppe ;
La Porta, Maria Rosa ;
Tofani, Santi .
JOURNAL OF APPLIED CLINICAL MEDICAL PHYSICS, 2013, 14 (02) :158-171
[5]   Dosimetric validation of Acuros® XB with Monte Carlo methods for photon dose calculations [J].
Bush, K. ;
Gagne, I. M. ;
Zavgorodni, S. ;
Ansbacher, W. ;
Beckham, W. .
MEDICAL PHYSICS, 2011, 38 (04) :2208-2221
[6]   3D DVH-based metric analysis versus per-beam planar analysis in IMRT pretreatment verification [J].
Carrasco, Pablo ;
Jornet, Nuria ;
Latorre, Artur ;
Eudaldo, Teresa ;
Ruiz, Agusti ;
Ribas, Montserrat .
MEDICAL PHYSICS, 2012, 39 (08) :5040-5049
[7]   Sensitivity of volumetric modulated arc therapy patient specific QA results to multileaf collimator errors and correlation to dose volume histogram based metrics [J].
Coleman, Linda ;
Skourou, Christina .
MEDICAL PHYSICS, 2013, 40 (11)
[8]   Small fields:: Nonequilibrium radiation dosimetry [J].
Das, Indra J. ;
Ding, George X. ;
Ahnesjo, Anders .
MEDICAL PHYSICS, 2008, 35 (01) :206-215
[9]   Dosimetric performance of the new high-definition multileaf collimator for intracranial stereotactic radiosurgery [J].
Dhabaan, Anees ;
Elder, Eric ;
Schreibmann, Eduard ;
Crocker, Ian ;
Curran, Walter J. ;
Oyesiku, Nelson M. ;
Shu, Hui-Kuo ;
Fox, Tim .
JOURNAL OF APPLIED CLINICAL MEDICAL PHYSICS, 2010, 11 (03) :197-211
[10]   IMRT commissioning: Multiple institution planning and dosimetry comparisons, a report from AAPM Task Group 119 [J].
Ezzell, Gary A. ;
Burmeister, Jay W. ;
Dogan, Nesrin ;
LoSasso, Thomas J. ;
Mechalakos, James G. ;
Mihailidis, Dimitris ;
Molineu, Andrea ;
Palta, Jatinder R. ;
Ramsey, Chester R. ;
Salter, Bill J. ;
Shi, Jie ;
Xia, Ping ;
Yue, Ning J. ;
Xiao, Ying .
MEDICAL PHYSICS, 2009, 36 (11) :5359-5373