Yoshiharu Ohno1,2, Masao Yui3, Daisuke Takenaka4, Yoshimori Kassai3, Kazuhiro Murayama1, and Takeshi Yoshikawa2
1Radiology, Fujita Health University School of Medicine, Toyoake, Japan, 2Radiology, Kobe University Graduate School of Medicine, Kobe, Japan, 3Canon Medical Systems Corporation, Otawara, Japan, 4Diagnostic Radiology, Hyogo Cancer Center, Akashi, Japan
Synopsis
No
major repots have been evaluated the capability for therapeutic effect
evaluation or prediction by chemical exchange saturation transfer (CEST)
imaging and compared with FDG-PET/CT. We
hypothesized that CEST imaging had equal or better potential for therapeutic
effect evaluation and prediction in non-small cell lung cancer (NSCLC) patients
with conservative therapy, when compared with FDG-PET/CT. The purpose of this study was to directly and
prospectively compare the capability for prediction of therapeutic effect for
chemoradiotherapy between CEST imaging and FDG-PET/CT in NSCLC patients.
Introduction
In the last a few decades, several investigators have suggested that
therapeutic effect prediction and/or assessment in non-small cell lung cancer
(NSCLC) patients after conservative therapy could be performed with positron
emission tomography (PET) or PET combined with CT (PET/CT) using
2-[fluorine-18]-fluoro-2-deoxy-D-glucose (FDG) as one of the metabolic
imaging. In contrast to FDG-PET or
PET/CT, chemical exchange saturation transfer (CEST) imaging at 3.5 ppm has
been suggested as the new technique for MR-based molecular imaging and reported
as having the potential for diagnosis of thoracic lesions (1, 2). However, no major repots have been evaluated
the capability for therapeutic effect evaluation or prediction by CEST imaging
and compared with FDG-PET/CT. We hypothesized that CEST imaging had equal
or better potential for therapeutic effect evaluation and prediction in NSCLC
patients with conservative therapy, when compared with FDG-PET/CT. The purpose of this study was to directly and
prospectively compare the capability for prediction of therapeutic effect for
chemoradiotherapy between CEST imaging and FDG-PET/CT in NSCLC patients. Materials and Methods
32 consecutive and pathologically diagnosed
stage III NSCLC patients (18 males and 14 females; mean age 73 year) underwent
CEST imaging at a 3T MR system (Vantage Titan 3T, Canon Medical Systems
Corporation, Otawara, Japan), FDG-PET/CT, and chemoradiotherapy and follow-up
examinations. According to the results
of follow-up examinations including pathological examinations, all patients
were divided into responder (n=7) and non-responder (n=25) groups. To obtain CEST data in each subject, respiratory-synchronized FASE imaging
was conducted following a series of magnetization transfer (MT) pulses. Then, magnetization transfer ratio asymmetry at
3.5 ppm (MTRasym at 3.5ppm) was calculated from z-spectra in each
pixel, and MTRasym at 3.5ppm map was computationally generated. Then, MTRasym at 3.5ppm and SUVmax
in each primary lesion were measured by ROI measurements. To compare
all indexes between two groups, Student’s t-test was performed. To investigate the discriminating factors of
two groups, multivariate logistic regression analyses were performed. Then, ROC-based positive test was performed
to determine each feasible threshold value for distinguishing responder from
non-responder groups. When applied each
threshold value, differentiation capability was compared between MTRasym
at 3.5ppm and SUVmax by means
of McNemar’s test. Finally, disease free
survival between responders and non-responders assessed by each index was
compared by Kaplan-Meier method followed by log-rank test. A p
value less than 0.05 was considered as significant in this study. Results
Representative cases are shown in Figures 1. There were significant differences between
responder and non-responder groups on MTRasym at 3.5ppm (responders
vs. non-responders: -2.4±1.1 vs. -0.6±1.1,
p=0.0004) and SUVmax (responders vs. non-responders: 4.2±0.6
vs. 7.0±2.9, p=0.02).
Multivariate regression analyses identified MTRasym at 3.5ppm
(Odds ratio [OR]=4.1, p=0.007) and SUVmax (OR=17.2, p=0.02) as
significant. Results of ROC analyses and
diagnostic performance comparison for distinguishing responder from non-responder
groups are shown in Figure 2. There were
no significant differences of area under the curve, sensitivity, specificity
and accuracy between MTRasym at 3.5ppm and SUVmax (p>0.05). Disease free survivals between two groups had
significant differences on MTRasym at 3.5ppm (responders vs.
non-responders: 23.4±3.5 months vs. 14.4±1.5
months, p=0.01) and SUVmax (responders vs. non-responders: 26.0±3.5
months vs. 14.7±1.3 months, p=0.004). Conclusion
CEST
imaging has a potential for predicting therapeutic effect of chemoradiotherapy
and considered at least as valuable as FDG-PET/CT in NSCLC patients. Acknowledgements
Authors wish to thank Mr. Katsusuke Kyotani and
Prof. Takamichi Murakami in Kobe University Hospital for their valuable
contributions to this study. References
- Ohno Y, Yui M, Koyama H, et al. Radiology. 2016; 279(2): 578-589.
- Ohno Y, Kishida Y, Seki S, et al. J Magn Reson Imaging.
2018; 47(4): 1013-1021.