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Choi YS, Ahn SS, Kim DW, Chang JH, Kang SG, Kim EH, Kim SH, Rim TH, Lee SK. Incremental Prognostic Value of ADC Histogram Analysis over MGMT Promoter Methylation Status in Patients with Glioblastoma. Radiology 2016; 281:175-84. [PMID: 27120357 DOI: 10.1148/radiol.2016151913] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Purpose To investigate the incremental prognostic value of apparent diffusion coefficient (ADC) histogram analysis over oxygen 6-methylguanine-DNA methyltransferase (MGMT) promoter methylation status in patients with glioblastoma and the correlation between ADC parameters and MGMT status. Materials and Methods This retrospective study was approved by institutional review board, and informed consent was waived. A total of 112 patients with glioblastoma were divided into training (74 patients) and test (38 patients) sets. Overall survival (OS) and progression-free survival (PFS) was analyzed with ADC parameters, MGMT status, and other clinical factors. Multivariate Cox regression models with and without ADC parameters were constructed. Model performance was assessed with c index and receiver operating characteristic curve analyses for 12- and 16-month OS and 12-month PFS in the training set and validated in the test set. ADC parameters were compared according to MGMT status for the entire cohort. Results By using ADC parameters, the c indices and diagnostic accuracies for 12- and 16-month OS and 12-month PFS in the models showed significant improvement, with the exception of c indices in the models for PFS (P < .05 for all) in the training set. In the test set, the diagnostic accuracy was improved by using ADC parameters and was significant, with the 25th and 50th percentiles of ADC for 16-month OS (P = .040 and P = .047) and the 25th percentile of ADC for 12-month PFS (P = .026). No significant correlation was found between ADC parameters and MGMT status. Conclusion ADC histogram analysis had incremental prognostic value over MGMT promoter methylation status in patients with glioblastoma. (©) RSNA, 2016 Online supplemental material is available for this article.
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Affiliation(s)
- Yoon Seong Choi
- From the Department of Radiology and Research Institute of Radiological Science (Y.S.C., S.S.A., S.-K.L.), Department of Neurosurgery (J.H.C., S.-G.K., E.H.K.), Department of Pathology (S.H.K.), and Department of Ophthalmology (T.H.R.), Yonsei University College of Medicine, 50 Yonsei-ro, Seodaemun-gu, Seoul 03722, Korea; and Department of Policy Research Affairs, National Health Insurance Service Ilsan Hospital, Goyang, Korea (D.W.K.)
| | - Sung Soo Ahn
- From the Department of Radiology and Research Institute of Radiological Science (Y.S.C., S.S.A., S.-K.L.), Department of Neurosurgery (J.H.C., S.-G.K., E.H.K.), Department of Pathology (S.H.K.), and Department of Ophthalmology (T.H.R.), Yonsei University College of Medicine, 50 Yonsei-ro, Seodaemun-gu, Seoul 03722, Korea; and Department of Policy Research Affairs, National Health Insurance Service Ilsan Hospital, Goyang, Korea (D.W.K.)
| | - Dong Wook Kim
- From the Department of Radiology and Research Institute of Radiological Science (Y.S.C., S.S.A., S.-K.L.), Department of Neurosurgery (J.H.C., S.-G.K., E.H.K.), Department of Pathology (S.H.K.), and Department of Ophthalmology (T.H.R.), Yonsei University College of Medicine, 50 Yonsei-ro, Seodaemun-gu, Seoul 03722, Korea; and Department of Policy Research Affairs, National Health Insurance Service Ilsan Hospital, Goyang, Korea (D.W.K.)
| | - Jong Hee Chang
- From the Department of Radiology and Research Institute of Radiological Science (Y.S.C., S.S.A., S.-K.L.), Department of Neurosurgery (J.H.C., S.-G.K., E.H.K.), Department of Pathology (S.H.K.), and Department of Ophthalmology (T.H.R.), Yonsei University College of Medicine, 50 Yonsei-ro, Seodaemun-gu, Seoul 03722, Korea; and Department of Policy Research Affairs, National Health Insurance Service Ilsan Hospital, Goyang, Korea (D.W.K.)
| | - Seok-Gu Kang
- From the Department of Radiology and Research Institute of Radiological Science (Y.S.C., S.S.A., S.-K.L.), Department of Neurosurgery (J.H.C., S.-G.K., E.H.K.), Department of Pathology (S.H.K.), and Department of Ophthalmology (T.H.R.), Yonsei University College of Medicine, 50 Yonsei-ro, Seodaemun-gu, Seoul 03722, Korea; and Department of Policy Research Affairs, National Health Insurance Service Ilsan Hospital, Goyang, Korea (D.W.K.)
| | - Eui Hyun Kim
- From the Department of Radiology and Research Institute of Radiological Science (Y.S.C., S.S.A., S.-K.L.), Department of Neurosurgery (J.H.C., S.-G.K., E.H.K.), Department of Pathology (S.H.K.), and Department of Ophthalmology (T.H.R.), Yonsei University College of Medicine, 50 Yonsei-ro, Seodaemun-gu, Seoul 03722, Korea; and Department of Policy Research Affairs, National Health Insurance Service Ilsan Hospital, Goyang, Korea (D.W.K.)
| | - Se Hoon Kim
- From the Department of Radiology and Research Institute of Radiological Science (Y.S.C., S.S.A., S.-K.L.), Department of Neurosurgery (J.H.C., S.-G.K., E.H.K.), Department of Pathology (S.H.K.), and Department of Ophthalmology (T.H.R.), Yonsei University College of Medicine, 50 Yonsei-ro, Seodaemun-gu, Seoul 03722, Korea; and Department of Policy Research Affairs, National Health Insurance Service Ilsan Hospital, Goyang, Korea (D.W.K.)
| | - Tyler Hyungtaek Rim
- From the Department of Radiology and Research Institute of Radiological Science (Y.S.C., S.S.A., S.-K.L.), Department of Neurosurgery (J.H.C., S.-G.K., E.H.K.), Department of Pathology (S.H.K.), and Department of Ophthalmology (T.H.R.), Yonsei University College of Medicine, 50 Yonsei-ro, Seodaemun-gu, Seoul 03722, Korea; and Department of Policy Research Affairs, National Health Insurance Service Ilsan Hospital, Goyang, Korea (D.W.K.)
| | - Seung-Koo Lee
- From the Department of Radiology and Research Institute of Radiological Science (Y.S.C., S.S.A., S.-K.L.), Department of Neurosurgery (J.H.C., S.-G.K., E.H.K.), Department of Pathology (S.H.K.), and Department of Ophthalmology (T.H.R.), Yonsei University College of Medicine, 50 Yonsei-ro, Seodaemun-gu, Seoul 03722, Korea; and Department of Policy Research Affairs, National Health Insurance Service Ilsan Hospital, Goyang, Korea (D.W.K.)
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