Arterial spin labeling perfusion-weighted imaging aids in prediction of molecular biomarkers and survival in glioblastomas
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作者:
Yoo, Roh-Eul
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Seoul Natl Univ, Med Res Ctr, Inst Radiat Med, Seoul, South Korea
Seoul Natl Univ Hosp, Dept Radiol, 101 Daehangno, Seoul 110744, South KoreaSeoul Natl Univ, Med Res Ctr, Inst Radiat Med, Seoul, South Korea
Yoo, Roh-Eul
[1
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Yun, Tae Ji
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Seoul Natl Univ, Med Res Ctr, Inst Radiat Med, Seoul, South Korea
Seoul Natl Univ Hosp, Dept Radiol, 101 Daehangno, Seoul 110744, South KoreaSeoul Natl Univ, Med Res Ctr, Inst Radiat Med, Seoul, South Korea
Yun, Tae Ji
[1
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Hwang, Inpyeong
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Seoul Natl Univ, Med Res Ctr, Inst Radiat Med, Seoul, South Korea
Seoul Natl Univ Hosp, Dept Radiol, 101 Daehangno, Seoul 110744, South KoreaSeoul Natl Univ, Med Res Ctr, Inst Radiat Med, Seoul, South Korea
Hwang, Inpyeong
[1
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Hong, Eun Kyoung
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Seoul Natl Univ, Med Res Ctr, Inst Radiat Med, Seoul, South Korea
Seoul Natl Univ Hosp, Dept Radiol, 101 Daehangno, Seoul 110744, South KoreaSeoul Natl Univ, Med Res Ctr, Inst Radiat Med, Seoul, South Korea
Hong, Eun Kyoung
[1
,2
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Kang, Koung Mi
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Seoul Natl Univ, Med Res Ctr, Inst Radiat Med, Seoul, South Korea
Seoul Natl Univ Hosp, Dept Radiol, 101 Daehangno, Seoul 110744, South KoreaSeoul Natl Univ, Med Res Ctr, Inst Radiat Med, Seoul, South Korea
Kang, Koung Mi
[1
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Choi, Seung Hong
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Seoul Natl Univ, Med Res Ctr, Inst Radiat Med, Seoul, South Korea
Seoul Natl Univ Hosp, Dept Radiol, 101 Daehangno, Seoul 110744, South KoreaSeoul Natl Univ, Med Res Ctr, Inst Radiat Med, Seoul, South Korea
Choi, Seung Hong
[1
,2
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Park, Chul-Kee
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Seoul Natl Univ Hosp, Dept Neurosurg, Seoul, South KoreaSeoul Natl Univ, Med Res Ctr, Inst Radiat Med, Seoul, South Korea
Park, Chul-Kee
[3
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Won, Jae-Kyung
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Seoul Natl Univ Hosp, Dept Pathol, Seoul, South KoreaSeoul Natl Univ, Med Res Ctr, Inst Radiat Med, Seoul, South Korea
Won, Jae-Kyung
[4
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Kim, Ji-hoon
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Seoul Natl Univ, Med Res Ctr, Inst Radiat Med, Seoul, South Korea
Seoul Natl Univ Hosp, Dept Radiol, 101 Daehangno, Seoul 110744, South KoreaSeoul Natl Univ, Med Res Ctr, Inst Radiat Med, Seoul, South Korea
Kim, Ji-hoon
[1
,2
]
Sohn, Chul-Ho
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Seoul Natl Univ, Med Res Ctr, Inst Radiat Med, Seoul, South Korea
Seoul Natl Univ Hosp, Dept Radiol, 101 Daehangno, Seoul 110744, South KoreaSeoul Natl Univ, Med Res Ctr, Inst Radiat Med, Seoul, South Korea
Sohn, Chul-Ho
[1
,2
]
机构:
[1] Seoul Natl Univ, Med Res Ctr, Inst Radiat Med, Seoul, South Korea
[2] Seoul Natl Univ Hosp, Dept Radiol, 101 Daehangno, Seoul 110744, South Korea
[3] Seoul Natl Univ Hosp, Dept Neurosurg, Seoul, South Korea
[4] Seoul Natl Univ Hosp, Dept Pathol, Seoul, South Korea
Objectives Prediction of progression-free survival (PFS) and overall survival (OS) and early identification of molecular biomarkers with prognostic information are clinically important in glioblastoma (GBM) patients. We aimed to explore the utility of arterial spin labeling perfusion-weighted imaging (ASL-PWI) in the prediction of molecular biomarkers and survival in GBM patients. Methods We retrospectively analyzed 149 consecutive GBM patients, who had undergone maximal surgical resection or biopsy followed by concurrent chemoradiotherapy and adjuvant chemotherapy using temozolomide between November 2010 and June 2016. On preoperative ASL-PWI, cerebral blood flow (CBF) within contrast-enhancing (CE) and nonenhancing (NE) portions were evaluated both qualitatively (perfusion pattern([CE]) and perfusion pattern([NE])) and quantitatively (nCBF(CE) and nCBF(NE)). ASL-PWI findings were correlated with molecular biomarkers, including isocitrate dehydrogenase (IDH) and O6-methylguanine-DNA methyltransferase (MGMT) methylation statuses, and survival, using the Mann-Whitney U-test, Spearman rank correlation, Kaplan-Meier analysis, and receiver operating characteristics analysis. Results nCBF(CE) was significantly higher in the IDH wild-type group than in the IDH mutant group (p = .013) and in the MGMT unmethylated group than in the methylated group (p = .047). Areas under the receiver operating characteristic curve were 0.678 for IDH mutation (p = .022) and 0.601 for MGMT promoter methylation (p = .043). Hyperperfusion was associated with the shortest median PFS for both perfusion pattern([CE]) (7.6 months) and perfusion pattern([NE]) (4.0 months). The perfusion pattern([NE]) remained an independent predictor for PFS and OS even after adjusting for clinical and molecular predictors, unlike perfusion pattern([CE]). Conclusions ASL-PWI can aid to predict survival and molecular biomarkers including IDH mutation and MGMT promoter methylation statuses in GBM patients.
机构:
Beth Israel Deaconess Med Ctr, Dept Radiol, Div MRI Res, Boston, MA USA
Harvard Med Sch, Boston, MA USABeth Israel Deaconess Med Ctr, Dept Radiol, Div MRI Res, Boston, MA USA
Taso, Manuel
Alsop, David C.
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Beth Israel Deaconess Med Ctr, Dept Radiol, Div MRI Res, Boston, MA USA
Harvard Med Sch, Boston, MA USA
Beth Israel Deaconess Med Ctr, Dept Radiol, Ansin 226, 330 Brookline Ave, Boston, MA 02215 USABeth Israel Deaconess Med Ctr, Dept Radiol, Div MRI Res, Boston, MA USA
机构:
Osaka Univ Hosp, Dept Med Technol, Suita, Osaka, Japan
Osaka Univ, Grad Sch Med, Dept Med Phys & Engn, Div Hlth Sci, Suita, Osaka, JapanOsaka Univ Hosp, Dept Med Technol, Suita, Osaka, Japan
Hashido, Takashi
Saito, Shigeyoshi
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Osaka Univ, Grad Sch Med, Dept Med Phys & Engn, Div Hlth Sci, Suita, Osaka, JapanOsaka Univ Hosp, Dept Med Technol, Suita, Osaka, Japan
Saito, Shigeyoshi
Ishida, Takayuki
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Osaka Univ, Grad Sch Med, Dept Med Phys & Engn, Div Hlth Sci, Suita, Osaka, JapanOsaka Univ Hosp, Dept Med Technol, Suita, Osaka, Japan
机构:
CHU Purpan, Hop Pierre Paul Riquet, Dept Neuroradiol, Pl Docteur Baylac,TSA 40031, F-31059 Toulouse 9, France
Univ Toulouse Paul Sabatier, Toulouse NeuroImaging Ctr ToNIC, INSERM, F-31100 Toulouse, FranceCHU Purpan, Hop Pierre Paul Riquet, Dept Neuroradiol, Pl Docteur Baylac,TSA 40031, F-31059 Toulouse 9, France
Roques, Margaux
Raveneau, Magali
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CHU Purpan, Hop Pierre Paul Riquet, Dept Neuroradiol, Pl Docteur Baylac,TSA 40031, F-31059 Toulouse 9, FranceCHU Purpan, Hop Pierre Paul Riquet, Dept Neuroradiol, Pl Docteur Baylac,TSA 40031, F-31059 Toulouse 9, France
Raveneau, Magali
Adam, Gilles
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CHU Purpan, Hop Pierre Paul Riquet, Dept Neuroradiol, Pl Docteur Baylac,TSA 40031, F-31059 Toulouse 9, FranceCHU Purpan, Hop Pierre Paul Riquet, Dept Neuroradiol, Pl Docteur Baylac,TSA 40031, F-31059 Toulouse 9, France
Adam, Gilles
De Barros, Amaury
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CHU Purpan, Hop Pierre Paul Riquet, Dept Neurosurg, Toulouse, FranceCHU Purpan, Hop Pierre Paul Riquet, Dept Neuroradiol, Pl Docteur Baylac,TSA 40031, F-31059 Toulouse 9, France
De Barros, Amaury
Catalaa, Isabelle
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CHU Purpan, Hop Pierre Paul Riquet, Dept Neuroradiol, Pl Docteur Baylac,TSA 40031, F-31059 Toulouse 9, FranceCHU Purpan, Hop Pierre Paul Riquet, Dept Neuroradiol, Pl Docteur Baylac,TSA 40031, F-31059 Toulouse 9, France
Catalaa, Isabelle
Patsoura, Sofia
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CHU Purpan, Hop Pierre Paul Riquet, Dept Neuroradiol, Pl Docteur Baylac,TSA 40031, F-31059 Toulouse 9, FranceCHU Purpan, Hop Pierre Paul Riquet, Dept Neuroradiol, Pl Docteur Baylac,TSA 40031, F-31059 Toulouse 9, France
Patsoura, Sofia
Cognard, Christophe
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CHU Purpan, Hop Pierre Paul Riquet, Dept Neuroradiol, Pl Docteur Baylac,TSA 40031, F-31059 Toulouse 9, FranceCHU Purpan, Hop Pierre Paul Riquet, Dept Neuroradiol, Pl Docteur Baylac,TSA 40031, F-31059 Toulouse 9, France
Cognard, Christophe
Darcourt, Jean
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CHU Purpan, Hop Pierre Paul Riquet, Dept Neuroradiol, Pl Docteur Baylac,TSA 40031, F-31059 Toulouse 9, FranceCHU Purpan, Hop Pierre Paul Riquet, Dept Neuroradiol, Pl Docteur Baylac,TSA 40031, F-31059 Toulouse 9, France
Darcourt, Jean
Bonneville, Fabrice
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CHU Purpan, Hop Pierre Paul Riquet, Dept Neuroradiol, Pl Docteur Baylac,TSA 40031, F-31059 Toulouse 9, France
Univ Toulouse Paul Sabatier, Toulouse NeuroImaging Ctr ToNIC, INSERM, F-31100 Toulouse, FranceCHU Purpan, Hop Pierre Paul Riquet, Dept Neuroradiol, Pl Docteur Baylac,TSA 40031, F-31059 Toulouse 9, France