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Predicting O6-Methylguanine-DNA Methyltransferase Protein Expression in Primary Low- and High-Grade Gliomas Using Certain Qualitative Characteristics of Amide Proton Transfer-Weighted Magnetic Resonance Imaging

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机构: [1]Department of Radiology,Beijing Tiantan Hospital, Capital Medical University, Beijing [2]Beijing Neurosurgical Institute,Beijing Tiantan Hospital, Capital Medical University, Beijing [3]Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing [4]China National Clinical Research Center for Neurological Diseases, Beijing [5]Beijing Institute for Brain Disorders and Beijing Key Laboratory of Brain Tumor, Beijing [6]GE Healthcare China, Beijing [7]Department of Radiology, Tianjin Medical University General Hospital, Tianjin, China
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关键词: APTw characteristics Gliomas Imaging clues MGMT Preoperatively TMZ

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OBJECTIVE: To demonstrate that certain qualitative amide proton transfer-weighted (APTw) characteristics can provide practical imaging clues for predicting O6-methylguanine-DNA methyltransferase (MGMT) protein expression in primary low- and high-grade gliomas, pre-operatively and noninvasively. METHODS: Pathologically confirmed low- and high-grade gliomas with APT data and immunohistochemical (IHC) reports were recruited in this study. The MGMT protein expression status was classified by postsurgery specimen immunostaining. Subjects were divided into two groups, MGMT-positive and MGMT-negative group, according to the immunoreactivity of MGMT protein expression documented in IHC reports. APTw images scanned at 3T magnetic resonance preoperatively were retrospectively analyzed. Two neuroradiologists were trained to evaluate presence of certain APTw features. Kappa value was calculated to show the consistency between the 2 observers. The Mann-Whitney U test was used to evaluate relationships between the 2 groups on APTw features. Negative predictive value and positive predictive value was used to evaluate the ability of APTw characteristics in predicting MGMT protein expression. Receiver operating characteristic curve was used to evaluate the diagnostic performance of APTw characters. Two-tailed P < 0.05 was considered as statistically significant. RESULTS: Forty-two subjects were recruited in this study. Among them 38 specimens presented positive MGMT immunostaining (MGMT-positive group), 4 specimens were negative MGMT immunostaing (MGMT-negative group). There were, respectively, 37 and 5 APTw images appeared positive and negative APTw features. Differences between tumors of positive and negative MGMT expression on qualitative APTw features were significant (P = 0.020). The consistency coefficient of the 2 observers was 0.876 (kappa = 0.876). Three of five lIgliomas with negative APTw features showed MGMTnegative immunostaining, leading to a negative predictive value of 60%, and 36 of 37 cases presenting positive APTw characteristics were tumors of MGMT-positive expression, generating a positive predictive value of 97.3%. The area under curve was 0.849. CONCLUSIONS: APTw characteristics could be promising imaging markers by which to predict IHC MGMT expression in primary low- and high-grade gliomas preoperatively and noninvasively.

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出版当年[2017]版:
大类 | 3 区 医学
小类 | 3 区 临床神经病学 3 区 外科
最新[2023]版:
大类 | 4 区 医学
小类 | 4 区 临床神经病学 4 区 外科
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出版当年[2016]版:
Q2 CLINICAL NEUROLOGY Q2 SURGERY
最新[2023]版:
Q2 SURGERY Q3 CLINICAL NEUROLOGY

影响因子: 最新[2023版] 最新五年平均 出版当年[2016版] 出版当年五年平均 出版前一年[2015版] 出版后一年[2017版]

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第一作者机构: [1]Department of Radiology,Beijing Tiantan Hospital, Capital Medical University, Beijing
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通讯机构: [1]Department of Radiology,Beijing Tiantan Hospital, Capital Medical University, Beijing [2]Beijing Neurosurgical Institute,Beijing Tiantan Hospital, Capital Medical University, Beijing
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