Lijuan Qian1, Jie Yu2, Yuan Liu3, Peng Sun4, Manman Chen5, Xin Li5, and Fan Yang5
1Radiology, Union Hospital Tongji Medical College Huazhong University of Science and Technology, Wuhan, China, 2Union Hospital Tongji Medical College Huazhong University of Science and Technology, Wuhan, China, Wuhan, China, 3Union Hospital Tongji Medical College Huazhong University of Science and Technology, Wu, China, 4Philips healthcare,Beijing, Beijing, China, 5Union Hospital Tongji Medical College Huazhong University of Science and Technology, Wuhan, China
Synopsis
Keywords: Tumors, Head & Neck/ENT
TSE-DWI-IVIM as a new and feasible method for predicting the early response to Induction Chemotherapy(IC) for NPC
patients.Diffusion-related
IVIM parameters (pre-D) might be and perfusion-related parameters (pre-f) can
be helpful as potential imaging biomarkers of the therapeutic response to IC in
NPC patients.
Abstract
Introduction
Nasopharyngeal
carcinoma (NPC) is highly prevalent in East and Southeast Asia, particularly in
South China[1]. Despite the management of NPC has improved
because of advances in radiotherapy technology and chemotherapy, patients with advanced
stages NPC (T3-4 or N2-3) have a higher rate of recurrence or metastasis[2]. It
would be advantageous to find new imaging markers that could early predict
therapeutic response in the early period of therapy. The treatment response
after 2 Neoadjuvant
chemotherapy (NAC) cycles has been reported as a valuable time point to choose
patients to chemoradiation therapy[3]. The intravoxel incoherent motion
(IVIM) diffusion-weighted imaging (DWI) model is an advanced diffusion technique,
using multiple b values and bi-exponential fitting for the pure molecular water
diffusion and microcirculation of blood water in randomly capillaries[4]. Several studies have shown the utility of
IVIM for characterizing different tumors in different organs, and monitoring
treatment responses. Echo-planar imaging (EPI) is the most common sequence for
DWI. However, EPI has several inherent drawbacks, including susceptibility, and
chemical shift artifacts. Therefore, we hypothesize that IVIM parameters
derived from the turbo spin-echo (TSE) based DWI could serve as a surrogate
technique in predicting the early therapeutic response in NPC.
Methods
This
prospective study was approved by the local institutional review board, and
written consent was obtained from patients with NPC, who underwent staging MRI
of the head and neck. All TNM statuses of patients were determined according to
the 7th edition of the American Joint Committee on Cancer. 30 NPC patients were
enrolled in the study (22 males and 8 females, mean age:48.2±12.4
years). After 2 NAC cycles, patients achieving CR or PR were categorized as the good-respond group, while SD and PD were assigned to the poor-respond group assessed by Response Evaluation
Criteria in Solid Tumors (RECIST Version1.1). 17 patients were assigned to the good-respond
group, of the remaining 13 were categorized as the poor-respond group.
All
patients were scanned using a 3.0T MR scanner (Ingenia CX, Philips Healthcare,
the Netherlands) with a 16-channel neurovascular coil. Axial TSE-IVIM-DWI
images were acquired using a fat-suppressed, single-shot turbo spin-echo (TSE) imaging
sequence. The protocol was as follows: slice thickness, 5 mm; field of view, 230
× 230 mm2; voxel size, 2.5 × 2.5 mm2; repetition time,
2000 ms; echo time, 108 ms; and 8 b-values, 0, 20, 40, 80, 160, 300, 500, 800
s/mm2. The total TSE-IVIM-DWI scan time was 6 min 44 s. The IVIM model was
fitted using a Philips workstation (IntelliSpace Portal v10) and the IVIM
metrics D, D*, and f were extracted for further analysis (pre-treatment:
pre-D, pre-D*, and f; post-treatment: post-D, post-D*, and post-f ).
Result
There
were statistically significant differences in IVIM metrics pre- and post-D and
f (p < 0.05) and after treatment, D and f significantly increased. There was
no significant difference in pre-D* and post-D* (p=0.28)(Figure1). Statistically
significant differences were identified in preD and pre-f between the good-respond
group and the poor-respond group (pre-D: p=0.02. pre-f: p=0.02). pre-D* indicated
no significant difference between the two groups (p=0.53)(Figure2,Figure4-5). The ROC curve was generated by fitting the above three
pre-treatment metrics, with an AUC of 0.837(CI95% 0.694-0.980), a sensitivity
of 76.9%, and a specificity of 82.4%.(Figure3)
Discussion
Our
study demonstrated that pre-treatment TSE-DWI-IVIM was feasible for predicting
the early response to Induction Chemotherapy(IC) for NPC patients. The susceptibility-induced
distortion of images was less in TSE-DWI than in EPI-DWI as the previous study
showed.[5] The new TSE-DWI-IVIM
sequence helped more accurately to access the response with small NPCs
especially when there are susceptibility artifacts from air or bone, and the
scan time was acceptable.
We observed that patients with a good response to IC had higher
pre-D values than those with poor clinical outcomes, which is in line with a previous
study [6], this indicated cancers present a greater
impediment to diffusion due to the more densely packed tumor cells. The decrease
in the number of cells or necrosis during treatment led to a smaller impediment
to diffusion.
But some previous studies have shown that primary NPCs with a high
D had poor short-term outcomes [7].
The low D values were found to have high cell densities,
indicating restricted Brownian motion of water and hypoxia, which resulted in
the poor outcomes.
According to the IVIM theory, both D* and f are perfusion-related
parameters. Compared with pre-f, the f values for NPC showed an obvious elevation
after IC in our study, which reflected a treatment-induced alteration of
perfusion. An enlargement of small blood vessels due to inflammation and edema
as IC treatment response[8]. The present study did not reveal significant
differences between pre-D* and post-D*, The technical constraints and low
robustness of using D* have been shown in previous studies on head and neck
cancers[7]
Our research had certain limitations, e.g.
only a few cases of NPC, especially for the poor effective group, were
recruited in this study.
This study demonstrated the potential of TSE-DWI-IVIM
for predicting the early effect of IC on advanced NPC. Diffusion-related IVIM
parameters (pre-D) might be and perfusion-related parameters (pre-f) can be
helpful as potential imaging biomarkers of the therapeutic response to IC in
NPC patients.
Acknowledgements
The authors have no conflicts of interest to disclose.References
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