Amide proton transfer imaging might predict survival and IDH mutation status in high-grade glioma

Bio Joo, Kyunghwa Han, Sung Soo Ahn, Yoon Seong Choi, Jong Hee Chang, Seok Gu Kang, Se Hoon Kim, Jinyuan Zhou, Seung Koo Lee

Research output: Contribution to journalArticlepeer-review

31 Citations (Scopus)


Objectives: To assess the utility of amide proton transfer (APT) imaging as an imaging biomarker to predict prognosis and molecular marker status in high-grade glioma (HGG, WHO grade III/IV). Methods: We included 71 patients with pathologically diagnosed HGG who underwent preoperative MRI with APT imaging. Overall survival (OS) and progression-free survival (PFS) according to APT signal, clinical factors, MGMT methylation status, and IDH mutation status were analyzed. Multivariate Cox regression models with and without APT signal data were constructed. Model performance was compared using the integrated AUC (iAUC). Associations between APT signals and molecular markers were assessed using the Mann-Whitney test. Results: High APT signal was a significant predictor for poor OS (HR = 3.21, 95% CI = 1.62–6.34) and PFS (HR = 2.22, 95% CI = 1.33–3.72) on univariate analysis. On multivariate analysis, high APT signals were an independent predictor of poor OS and PFS when clinical factors alone (OS: HR = 2.89; PFS: HR = 2.13), or in combination with molecular markers (OS: HR = 2.85; PFS: HR = 2.00), were included as covariates. The incremental prognostic value of APT signals was significant for OS and PFS. IDH-wild type was significantly associated with high APT signals (p = 0.001) when compared to IDH-mutant; however, there was no difference based on MGMT methylation status (p = 0.208). Conclusion: High APT signal was a significant predictor of poor prognosis in HGG. APT data showed significant incremental prognostic value over clinical prognostic factors and molecular markers and may also predict IDH mutation status. Key Points: • Amide proton transfer (APT) imaging is a promising prognostic marker of high-grade glioma. • APT signals were significantly higher in IDH-wild type compared to IDH-mutant high-grade glioma. • APT imaging may be valuable for preoperative screening and treatment guidance.

Original languageEnglish
Pages (from-to)6643-6652
Number of pages10
JournalEuropean Radiology
Issue number12
Publication statusPublished - 2019 Dec 1

Bibliographical note

Funding Information:
Funding This research received funding from the Basic Science Research Program through the National Research Foundation of Korea (NRF) funded by the Ministry of Science, ICT and Future Planning (2014R1A1A1002716, 2017R1D1A1B03030440) and National Institutes of Health (P41 EB015909, R01 CA166171, R01 EB009731).

Funding Information:
The authors thank Ha-Kyu Jeong (Korea Basic Science Institute, Chungcheongbuk-do, Korea) for his help with protocol optimization and for the valuable suggestions.

Publisher Copyright:
© 2019, European Society of Radiology.

All Science Journal Classification (ASJC) codes

  • Radiology Nuclear Medicine and imaging


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