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Parameters From Dynamic Contrast-Enhanced Magnetic Resonance Imaging Are Biomarkers Predicting Response after Radiotherapy to Brain Metastases
Peng Wang1, Zhuo Shi1, Lizhi Xie2, Yuqing Shang3, XinMing Zhao1, and Han Ou-Yang1

1Department of Diagnostic Radiology, National Cancer Center/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China, 2GE Healthcare, China, Beijing, China, 3Department of Chronic Disease Epidemiology, Yale School of Public Health, Yale University, New Haven, CT, United States

Synopsis

Dynamic contrast-enhanced (DCE) MRI provides additional information regarding blood-brain barrier integrity, and Ktrans is directly proportional to the level of permeability of the blood-brain barrier. In our study, we demonstrated that SRS of cerebral metastasis was associated with a decrease of Ktrans values in the early post-treatment period. DCE-MRI derived parameters can be a promising imaging biomarker of tumor aggressiveness.

Introduction Cerebral metastases are the most common intracranial tumors in adults and occur in approximately 15–25 % of all cancer patients. Stereotactic radiosurgery (SRS) is a non-invasive alternative to surgical resection of brain metastasis[1]. There has not been an established radiological criteria on evaluating the response of brain metastases to SRS in the early post-treatment period. Therefore, an imaging method that could be used to detect early tumor response would be helpful in identifying the true early response of the tumor after SRS treatment.

Purpose

Dynamic contrast-enhanced (DCE) MRI provides additional information regarding blood-brain barrier integrity, and Ktrans is directly proportional to the level of permeability of the blood-brain barrier[2]. The purpose of this study was to evaluate the effect of SRS on cerebral metastases using Ktrans derived from DCE MRI and to explore the ability of Ktrans measurements on predicting midterm tumor outcomes after SRS[3].

Materials and Methods

All patients underwent a single high-dose SRS performed using a Clinac 6EX photon linear accelerator (Varian, Palo Alto, CA, USA). Seven patients received whole-brain radiation therapy prior to SRS with a mean dose of 3,000 cGy divided into ten fractions. MRI was performed in Optima MR360 (General Electric Medical Systems, Waukesha, WI, USA). DCE MRI was added to the usual brain tumor protocols using a spoiled gradient-echo acquisition. Fifty dynamic phases were obtained with a temporal sampling interval of 6s and a total imaging time of 6.1 min. The bolus injection of 0.1 mmol/Kg of the contrast agent was administered after the second set of dynamic images at a rate of 2.5 mL/s. DCE MRI data were then processed. Parametric maps were used to measure Ktrans at the regions of interest (ROIs), and the highest (maximum) values were used for analysis, the tumor volumes were subsequently calculated. All statistical analyses were performed with SPSS 19.0. Relationship between Ktrans and tumor volume was assessed using Spearman’s rank correlation coefficient, and hazard ratios (HRs) for the association between Ktrans and midterm tumor progression were obtained using Cox proportional hazard models.

Results

Ktrans of the metastatic lesions presented a significant reduction after SRS treatment. The mean (±SD) Ktrans value was 0.13±0.11 min-1 at the baseline and 0.08±0.07 min-1 at the early post treatment follow-up (p<0.001). There was a significant positive correlation between Ktrans ratio and tumor growth ratio (Spearman’s coefficient=0.58, p=0.005)(Tab.1). The mean baseline Ktrans values were not significantly correlated with the mean midterm tumor volumes. An increase in Ktrans ratio was significantly associated with lesion progression. Each unit increase in Ktrans ratio after SRS was associated with an additional risk of 50 % of tumor progression (HR=1.50, 95 % CI=1.16–1.70, p<0.001)(Fig.1). Ktrans ratio showed a sensitivity of 78 % and a specificity of 85 % with a cutoff of 0.15 (increase of 15 %) for predicting midterm lesion outcomes(Fig.2).

Conclusion

SRS of cerebral metastasis is associated with a decrease of Ktrans values in the early post-treatment period. Furthermore, Ktrans variation is predictive of midterm tumor outcome. These results suggest that DCE MRI Ktrans is a valuable biomarker to evaluate treatment responses in the early post-SRS period during which the identification of treatment failure is more critical. Further large-scale studies may provide a proof of the potential capability of this new method and could also evaluate its performance while combined with other MRI techniques.

Acknowledgements

No acknowledgement found.

References

[1]. Rahman M, Cox JB, Chi YY et al. Radiographic response of brain metastasis after linear accelerator radiosurgery. Stereotact Funct Neurosurg 2012; 90:69–78.
[2]. Thompson G, Mills SJ, Stivaros SM, Jackson A. Imaging of brain tumors: perfusion/permeability. Neuroimaging Clin N Am 2010; 20:337–353.
[3]. Peng SL, Chen CF, Liu HL, et al. Analysis of parametric histogram from dynamic contrast-enhanced MRI: application in evaluating brain tumor response to radiotherapy. NMR Biomed 2012.

Figures

Figure.1 Kaplan-Meier failure estimating curves of the midterm tumor outcomes comparing groups of lesions with a Ktrans increase versus those with a Ktrans decrease after stereotactic radiosurgery. Lesions with a Ktrans increase had a higher probability of tumor progression and treatment failure (p=0.04).

Figure.2 Receiver operating characteristic (ROC) curve of Ktrans ratio for the prediction of midterm lesion outcome. The Ktrans ratio presented an area under the ROC curve of 0.86.

Table.1Time course of tumor Ktrans and volume.

Proc. Intl. Soc. Mag. Reson. Med. 27 (2019)
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