MRI in predicting the response of gastrointestinal stromal tumor to targeted therapy: a patient-based multi-parameter study
Lei Tang1, Jian Li2, Ying-Shi Sun1, Xiao-Ting Li1, Zi-Yu Li3, Xiao-Yan Zhang1, and Lin Shen 2

1Radiology, Peking University Cancer Hospital & Institute, Beijing, China, People's Republic of, 2GI medicine, Peking University Cancer Hospital & Institute, Beijing, China, People's Republic of, 3GI surgery, Peking University Cancer Hospital & Institute, Beijing, China, People's Republic of

Synopsis

The percentage changes of the ADC in GIST after two weeks of targeted therapy exhibited reliable performance in response prediction, and these variables outperformed T2WI-CNR and the longest diameter. We suggest that patients continue their treatment regimens if the percentage increases in the ADC are no less than 15% after two weeks of therapy. In contrast, if the ADC decreases or exhibits almost no change, then a shortening of the follow-up time intervals is highly recommended to detect possible drug resistance at an early stage.

Objective

To investigate the performance of quantitative indicators provided by MRI in the early prediction of the response of gastrointestinal stromal tumor (GIST) to targeted therapy in a patient-based study.

Methods

MRI examinations were performed on 62 patients with GIST on 1.5T scanners before and at two and 12 weeks after treatment with targeted agents. The longest diameter (LD) and contrast-to-noise ratio (CNR) of the tumors were measured with T2-weighted imaging (T2WI), and the apparent diffusion coefficient (ADC) was measured with diffusion-weighted imaging (DWI, b = 0 and 1000 s/mm2).

Patients with a maximum of two lesions per organ/site and five lesions total were enrolled, and the quantitative parameters were averaged according to RECIST 1.1 criteria. The patients were classified as having a good response (GoodR) if the target lesions exhibited a 10% or greater reduction in the longest diameter or displayed apparent cystic or myxoid degeneration after three months of therapy; otherwise, they were considered as having a poor response (PoorR), according to the combined Choi and EORTC-ISG-AGITG criteria [1].

The pre-therapy values and early percentage changes (%Δ) of the three averaged parameters were compared regarding their ability to differentiate the good response (GoodR) from the poor response (PoorR) cases, using receiver operating characteristic (ROC) curves.

Results

A total of 62 patients with 141 lesions were enrolled in the study. There were 42 patients in the GoodR group and 20 in the PoorR group.

No significant differences in the three baseline parameters were found between the GoodR and PoorR groups (ADC: 1.18 ± 0.27× 10-3 mm2/s vs. 1.17 ± 0.31× 10-3 mm2/s, P = 0.946; LD: 70.58 ± 33.40 mm vs. 59.16 ± 40.55 mm, P = 0.245; T2WI-CNR: 39.28 ± 22.62 vs. 30.32 ± 18.19, P = 0.127). After two weeks of therapy, the percentage changes in the ADC and LD were significantly different between the two groups (ADC: GoodR 30% vs. PoorR 1%, Z = -4.819, P < 0.001; LD: GoodR -7% vs. PoorR -2%, Z = -3.238, P = 0.001), but percentage changes in T2WI-CNR were not significantly different (GoodR -3% vs. PoorR 9%, Z = -0.663, P = 0.508). ROC curves revealed that the AUCs for the pre-therapy LD, T2WI-CNR and ADC were 0.644, 0.615 and 0.508, respectively (Figure 1), whereas the AUCs for the percentage changes of LD, T2WI-CNR and ADC after two weeks of therapy were 0.756, 0.552 and 0.881, respectively (Figure 2), in the differentiation of response groups. When %ΔADC ≥ 15% was taken to predict a GoodR, the PPV was 93.3% (a typical case is shown in Figure 3); when %ΔADC ≤ 1% was taken to predict a PoorR, the PPV was 85.7% (a typical case is shown in Figure 4).

Discussion

Recent studies have confirmed the potential value of DWI predicting the responses of malignant tumors to anticancer therapies [2]. To our knowledge, this study is the first patient-based research investigating the response prediction of GIST to targeted therapy using DWI, which has better clinical applicability than the previous lesion-based studies.

We investigated the practical threshold of %ΔADC to provide additional information for clinical decision making. An increase in %ΔADC ≥ 15% after two weeks of therapy indicated a likely good response, with a PPV of 93.3%; this response suggests that the patients could continue their initial treatment protocol. On the contrary, if the ADC after two weeks of therapy showed no explicit change (%ΔADC ≤ 1%), then a poor response was highly suspected; however, considering there was still a 15% false-positive rate, a shortening of the follow-up time intervals is suggested to further confirm these findings.

In our research, no significant difference was found between the GoodR and the PoorR groups regarding pre-therapy ADC, which was different from the previous lesion-based imatinib studies [3]. We postulate that the mixed patient cohort examined in our study might partly explain this result. Additionally, the patients who accepted Sutent treatment usually experienced progression in the regions that were previously necrotic or cystic, which exhibited a heterogeneous signal background and led to an increase in the pre-therapy ADC. However, the performance of the percentage change in the ADC after two weeks of therapy was not affected and it was much better than the baseline ADC. Therefore, it is worthwhile to administer a short-term targeted agent as an experimental treatment to obtain more accurate response prediction results.

Conclusion

The percentage changes in the ADC after two weeks of therapy outperformed the variables of T2WI-CNR and longest diameter in predicting the early response of GIST to targeted therapy.

Acknowledgements

This work was supported by National Natural Science Foundation of China (grant no. 81201215, 81371715), and Natural Science Foundation of Beijing (grant no. 7132039)

References

[1] Le Cesne A, Van Glabbeke M, Verweij J, et al. Absence of progression as assessed by response evaluation criteria in solid tumors predicts survival in advanced GI stromal tumors treated with imatinib mesylate: the intergroup EORTC-ISG-AGITG phase III trial. J Clin Oncol 2009; 27(24): 3969-74.

[2] De Cobelli F, Giganti F, Orsenigo E, et al. Apparent diffusion coefficient modifications in assessing gastro-oesophageal cancer response to neoadjuvant treatment: comparison with tumour regression grade at histology. Eur Radiol. 2013; 23(8): 2165-74.

[3] Tang L, Zhang XP, Sun YS, et al. Gastrointestinal stromal tumors treated with imatinib mesylate: apparent diffusion coefficient in the evaluation of therapy response in patients. Radiology 2011; 258(3): 729-38.

Figures

The efficacy of the pre-therapy quantitative parameters regarding their capacity to predict responses. The pre-therapy LD, T2WI-CNR and ADC AUCs were 0.644, 0.615 and 0.508, respectively, regarding their capacity to predict responses.

The efficacy of the percentage changes of the quantitative parameters in the prediction of responses. The AUCs for the percentage increases of the LD, T2WI-CNR and ADC after two weeks of therapy were 0.756, 0.552 and 0.881, respectively, in the prediction of the responses.

Pre-therapy and 2- and 12-week post-therapy images of a 43-year-old male patient in GoodR group. The diameters were 7.5 cm (a), 7.2 cm (b) and 3.6 cm (c); and the CNRs were 47 (a), 43 (b) and 55 (c) at three time points respectively. The tumor ADCs were 0.86 (g), 1.36 (h) and 2.43 × 10-3 mm2/s (i) at three time points respectively. The ADC was significantly increased after two weeks’ therapy (%ΔADC = 58.1%), whereas the changes of size and CNR were not obvious (%ΔLD = -4.0%, %ΔCNR = -8.5%).

Pre-therapy and 2- and 12-week post-therapy images of a 31-year-old male patient in PoorR group. The diameters were 8.9 cm (a), 9.0 cm (b) and 9.8 cm (c); and the CNRs were 19 (a), 18 (b) and 20 (c) at three time points respectively. The tumor ADCs were 0.74 (g), 0.73 (h) and 0.89 × 10-3 mm2/s (i) at three time points respectively. None of the three parameters displayed obvious changes two weeks after the targeted therapy (%ΔADC = -1.4%, %ΔLD = 1.1% and %ΔCNR = -5.3%).



Proc. Intl. Soc. Mag. Reson. Med. 24 (2016)
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