Arterial spin labeling perfusion-weighted imaging aids in prediction of molecular biomarkers and survival in glioblastomas

被引:42
|
作者
Yoo, Roh-Eul [1 ,2 ]
Yun, Tae Ji [1 ,2 ]
Hwang, Inpyeong [1 ,2 ]
Hong, Eun Kyoung [1 ,2 ]
Kang, Koung Mi [1 ,2 ]
Choi, Seung Hong [1 ,2 ]
Park, Chul-Kee [3 ]
Won, Jae-Kyung [4 ]
Kim, Ji-hoon [1 ,2 ]
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
关键词
Glioblastoma; Isocitrate dehydrogenase; Perfusion-weighted imaging; Progression-free survival; Overall survival; INTEGRATED GENOMIC ANALYSIS; HIGH-GRADE GLIOMAS; IDH1; MUTATION; BLOOD-FLOW; MRI; MGMT; PROGRESSION; RECURRENCE; MULTIFORME; PATTERNS;
D O I
10.1007/s00330-019-06379-2
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
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.
引用
收藏
页码:1202 / 1211
页数:10
相关论文
共 50 条
  • [31] Detecting non-germinomatous germ cell tumor component by arterial spin labeling perfusion-weighted MR imaging in central nervous system germ cell tumor
    Takano, Motoki
    Kinoshita, Yasuyuki
    Sugiyama, Kazuhiko
    Kolakshyapati, Manish
    Takayasu, Takeshi
    Yonezawa, Ushio
    Taguchi, Akira
    Akiyama, Yuji
    Amatya, Vishwa Jeet
    Takeshima, Yukio
    Kurisu, Kaoru
    Yamasaki, Fumiyuki
    EUROPEAN JOURNAL OF RADIOLOGY, 2021, 136
  • [32] Feasibility of MR perfusion-weighted imaging by use of a time-spatial labeling inversion pulse
    Ishimori Y.
    Kawamura H.
    Monma M.
    Radiological Physics and Technology, 2013, 6 (2) : 461 - 466
  • [33] Perfusion-weighted imaging identifies MR surrogates of malignant glioma molecular subtypes
    Whitmore, Robert
    Halpern, Casey
    Kapoor, Gurpreet
    Wolf, Ronald
    Woo, John
    Baccon, Jennifer
    Chawla, Sanjeev
    Oleage, Laura
    Lopinto, Joanna
    Plaum, Justin
    Melhem, Elias
    O'Rourke, Donald
    NEURO-ONCOLOGY, 2007, 9 (04) : 577 - 578
  • [34] Combining amide proton transfer-weighted and arterial spin labeling imaging to differentiate solitary brain metastases from glioblastomas
    Chen, Ling
    Li, Tao
    Li, Yao
    Zhang, Jinhuan
    Li, Shuanghong
    Zhu, Li
    Qin, Jianli
    Tang, Lifang
    Zeng, Zisan
    MAGNETIC RESONANCE IMAGING, 2023, 102 : 96 - 102
  • [35] PERFUSION-WEIGHTED IMAGING IDENTIFIES MR SURROGATES OF MALIGNANT GLIOMA MOLECULAR SUBTYPES
    Kapoor, Gurpreet S.
    Tykocinski, Elana S.
    Grant, Ryan
    Krejza, Jaroslaw
    Bohman, Leif-Erik
    Gocke, Timothy A.
    Chawla, Sanjeev
    Halpern, Casey H.
    Whitmore, Robert Gray
    Heuer, Gregory G.
    Lopinto, Joanna
    Plaum, Justin
    Maloney-Wilensky, Eileen
    Judy, Kevin D.
    Melhem, Elias R.
    O'Rourke, Donald M.
    NEURO-ONCOLOGY, 2009, 11 (05) : 572 - 572
  • [36] The Differentiation between Progressive Disease and Treatment-Induced Effects with Perfusion-Weighted Arterial Spin-Labeling in High-Grade Gliomas
    Flies, Christina Maria
    Snijders, Tom Jan
    De Leeuw, Beverly Iendra
    van Maren, Emiel Alexander
    Kersten, Bart Jean Pieter
    Verhoeff, Joost Jacobus Cornelis
    De Vos, Filip Yves Francine
    Robe, Pierre Alain
    Hendrikse, Jeroen
    Dankbaar, Jan Willem
    AMERICAN JOURNAL OF NEURORADIOLOGY, 2024, 45 (07) : 920 - 926
  • [37] Arterial spin labeling perfusion-weighted MRI for long-term follow-up of a cerebral arteriovenous malformation after stereotactic radiosurgery
    Shimizu, Kazuhiro
    Kosaka, Nobuyuki
    Yamamoto, Tatsuya
    Shioura, Hiroki
    Kodera, Toshiaki
    Kikuta, Ken-ichiro
    Kimura, Hirohiko
    ACTA RADIOLOGICA OPEN, 2014, 3 (01):
  • [38] Predictive values of diffusion-weighted imaging and perfusion-weighted imaging in evaluating the efficacy of transcatheter arterial chemoembolization for hepatocellular carcinoma
    Lin, Min
    Tian, Man-Man
    Zhang, Wei-Ping
    Xu, Li
    Jin, Ping
    ONCOTARGETS AND THERAPY, 2016, 9 : 7029 - 7037
  • [39] Cerebral perfusion alterations during the acute phase of experimental generalized status epilepticus: Prediction of survival by using perfusion-weighted MR imaging and histopathology
    Engelhorn, T
    Doerfler, A
    Weise, J
    Baehr, M
    Forsting, M
    Hufnagel, A
    AMERICAN JOURNAL OF NEURORADIOLOGY, 2005, 26 (06) : 1563 - 1570
  • [40] Arterial spin labeling magnetic resonance perfusion imaging in cerebral ischemia
    Hartkamp, Nolan S.
    van Osch, Matthias J. P.
    Kappelle, Jaap
    Bokkers, Reinoud P. H.
    CURRENT OPINION IN NEUROLOGY, 2014, 27 (01) : 42 - 53