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
  • [41] Dual vessel arterial spin labeling scheme for regional perfusion imaging
    Zimine, Ivan
    Petersen, Esben Thade
    Golay, Xavier
    MAGNETIC RESONANCE IN MEDICINE, 2006, 56 (05) : 1140 - 1144
  • [42] Physiological Modulations in Arterial Spin Labeling Perfusion Magnetic Resonance Imaging
    Wu, Wen-Chau
    Edlow, Brian L.
    Elliot, Mark A.
    Wang, Jiongjiong
    Detre, John A.
    IEEE TRANSACTIONS ON MEDICAL IMAGING, 2009, 28 (05) : 703 - 709
  • [43] Multislice imaging of quantitative cerebral perfusion with pulsed arterial spin labeling
    Yang, YH
    Frank, JA
    Hou, L
    Ye, FQ
    McLaughlin, AC
    Duyn, JH
    MAGNETIC RESONANCE IN MEDICINE, 1998, 39 (05) : 825 - 832
  • [44] PERFUSION IMAGING OF FLOW EXPERIENCES WITH CONTINUOUS ARTERIAL SPIN LABELING (CASL)
    Hoenig, Klaus
    Ulrich, Martin
    Waller, Christiane
    Keller, Johannes
    Groen, Georg
    PSYCHOPHYSIOLOGY, 2013, 50 : S125 - S125
  • [45] A general kinetic model for quantitative perfusion imaging with arterial spin labeling
    Buxton, RB
    Frank, LR
    Wong, EC
    Siewert, B
    Warach, S
    Edelman, RR
    MAGNETIC RESONANCE IN MEDICINE, 1998, 40 (03) : 383 - 396
  • [46] Combined angiography and perfusion using radial imaging and arterial spin labeling
    Okell, Thomas W.
    MAGNETIC RESONANCE IN MEDICINE, 2019, 81 (01) : 182 - 194
  • [47] The utility of arterial spin labelled perfusion-weighted magnetic resonance imaging in measuring the vascularity of high grade gliomas-A prospective study
    Chatha, Gurkirat
    Dhaliwal, Tarundeep
    Castle-Kirszbaum, Mendel David
    Amukotuwa, Shalini
    Lai, Leon
    Kwan, Edward
    HELIYON, 2023, 9 (07)
  • [48] Comparison of normalized cerebral blood flow between different post-processing methods of dynamic susceptibility contrast perfusion-weighted imaging and arterial spin labeling in gliomas with different grading
    Wang, Chao
    Liu, Fenghai
    Zhang, Lei
    Song, Yancheng
    Pan, Zhibin
    Li, Guoce
    Bian, Hao
    Yuan, Xiaodong
    QUANTITATIVE IMAGING IN MEDICINE AND SURGERY, 2024, 14 (12) : 8720 - 8733
  • [49] Differentiating Between Primary Central Nervous System Lymphomas and Glioblastomas: Combined Use of Perfusion-Weighted and Diffusion-Weighted Magnetic Resonance Imaging
    Makino, Keishi
    Hirai, Toshinori
    Nakamura, Hideo
    Kuroda, Jun-ichiro
    Shinojima, Naoki
    Uetani, Hiroyuki
    Kitajima, Mika
    Yano, Shigetoshi
    WORLD NEUROSURGERY, 2018, 112 : E1 - E6
  • [50] Perfusion-weighted MR imaging studies in brain hypervascular diseases: Comparison of arterial input function extractions for perfusion measurement
    Ducreux, D.
    Bulvat, I.
    Meder, J. F.
    Mikulis, D.
    Crawley, A.
    Fredy, D.
    TerBrugge, K.
    Lasjaunias, P.
    Bittoun, J.
    AMERICAN JOURNAL OF NEURORADIOLOGY, 2006, 27 (05) : 1059 - 1069