Vol.:(0123456789) 1 3
Magnetic Resonance Materials in Physics, Biology and Medicine
https://doi.org/10.1007/s10334-019-00779-7
RESEARCH ARTICLE
Optimization of intravoxel incoherent motion (IVIM): variability
of parameters measurements using a reduced distribution of b values
for breast tumors analysis
Natacha Raissa Doudou
1,2
· Yajie Liu
2
· Sylvanus Kampo
3
· Kai Zhang
2
· Yue Dai
2
· Shaowu Wang
1,2
Received: 14 January 2019 / Revised: 13 September 2019 / Accepted: 17 September 2019
© European Society for Magnetic Resonance in Medicine and Biology (ESMRMB) 2019
Abstract
Objectives This study aimed to examine the variability of intravoxel incoherent motion measurements acquired from reduced
distributions of b values for breast tumors analysis.
Materials and methods The investigations were carried out on twenty-four patients with diagnosed breast tumors. A con-
ventional unenhanced MRI and various IVIM series preset with diferent distributions of b values (0–1000 s/mm
2
) were per-
formed. We assessed the variability in D
slow
, D
fast,
and PF measurements for diferent distributions of 9 to 4 b values compared
with the IVIM metrics for 10 b values using Wilcoxon-Signed rank test. The data was statistically signifcant at P < 0.05.
Results The results showed no signifcant variation in the estimations of IVIM parameters in patients. However, the measure-
ments acquired with the combination of 5 b values Showed some variation in D
fast
(P = 0.028) compared with 10 b values.
The data showed high wCVs in the measurements acquired using the reduced set of 6 b values for D
slow
and PF and with
the combination of 7 b values for D
fast
. There were inconsistencies noticed in the measurements acquired from malignant
tumors using reduced distributions of b values (9 b values–4 b values). However, the set of 4 b values displayed the lowest
wCVs for both benign and malignant datasets. We also observed unsystematic correlations among diferent combinations
of b values in the categories of IVIM parameters.
Conclusion There was no relevant variation in the parameters measurements irrespective of the number of b values used.
Reduced distributions of b values may fnd use in estimations of IVIM parameters for breast lesions analysis.
Keywords Intravoxel incoherent motion · Magnetic resonance imaging · Breast neoplasms
Introduction
Difusion magnetic resonance imaging (MRI) is a useful
tool which is applied in oncology for diagnosis, staging,
and monitoring of cancer proliferation, and evaluation of
a treatment efect in cancer patients [1–3]. The potential of
the bi-exponential model of intravoxel incoherent motion
(IVIM) difusion-weighted imaging (DWI) to provide non-
invasively information about difusion and perfusion in the
living body have been widely studied for medical purposes.
Several studies have reported its clinical values in oncology
for the examinations of various regions of the human body
[4–8]. The use of IVIM sequence in MRI analysis of the
breast lesions includes the tumors characterization, the dif-
ferentiation between malignant and benign lesions [9–14],
and the monitoring of responses to therapy [3, 15].
Le Bihan et al., in 1986 proposed the IVIM bi-exponential
model and described a relationship between the signal decay,
the b value, and IVIM derived parameters which indirectly
established a connection between IVIM parameters and b
values [16]. Existing evidence indicate that including low
b values (b < 200 s/mm
2
) in a distribution improve the esti-
mation of perfusion-related parameters [17, 18]. However,
Electronic supplementary material The online version of this
article (https://doi.org/10.1007/s10334-019-00779-7) contains
supplementary material, which is available to authorized users.
* Shaowu Wang
wsw_2018@163.com
1
Department of Radiology, Dalian Medical University,
Dalian, China
2
Department of Radiology, The Second Afliated Hospital
of Dalian Medical University, Dalian, China
3
Department of Anesthesiology, Dalian Medical University,
Dalian, China