Apparent diffusion coefficient and fractional anisotropy of newly diagnosed grade II gliomas

被引:26
作者
Khayal, Inas S. [1 ,2 ]
McKnight, Tracy R. [1 ]
McGue, Colleen [2 ]
Vandenberg, Scott [3 ]
Lamborn, Kathleen R. [4 ]
Chang, Susan M. [4 ]
Cha, Soonmee [4 ]
Nelson, Sarah J. [1 ,2 ,5 ]
机构
[1] Univ Calif San Francisco, UCS UCB Joint Grad Grp Bioengn, San Francisco, CA 94158 USA
[2] Univ Calif San Francisco, Surbeck Lab Adv Imaging, Dept Radiol, San Francisco, CA 94158 USA
[3] Univ Calif San Francisco, Dept Pathol, San Francisco, CA 94158 USA
[4] Univ Calif San Francisco, Dept Neurol Surg, San Francisco, CA 94158 USA
[5] Univ Calif San Francisco, Bioengn Program, San Francisco, CA 94158 USA
基金
美国国家卫生研究院;
关键词
grade; 11; gliomas; oligodendroglioma; astrocytoma; oligoastrocytoma; diffusion imaging; apparent diffusion coefficient; fractional anisotropy; INTRAVENOUS GADOLINIUM-DTPA; MAGNETIC-RESONANCE SPECTROSCOPY; WEIGHTED MRI; BRAIN-TUMORS; OLIGODENDROGLIOMAS; IMAGES; DIFFERENTIATION; CHEMOTHERAPY; FEATURES; TISSUE;
D O I
10.1002/nbm.1357
中图分类号
Q6 [生物物理学];
学科分类号
071011 ;
摘要
Distinguishing between low-grade oligodendrogliomas (ODs) and astrocytomas (AC) is of interest for defining prognosis and stratifying patients to specific treatment regimens. The purpose of this study was to determine if the apparent diffusion coefficient (ADC) and fractional anisotropy (FA) from diffusion imaging can help to differentiate between newly diagnosed grade II OD and AC subtypes and to evaluate the ADC and FA values for the mixed population of oligoastrocytomas (OA). Fifty-three patients with newly diagnosed grade II gliomas were studied using a 1.5T whole body scanner (23 ODs, 16 ACs, and 14 OAs). The imaging protocol included post-gadolinium T1-weighted images,. T2-weighted images, and either three and/or six directional diffusion imaging sequence with b=1000 s/mm(2). Diffusion-weighted images were analyzed using in-house software to calculate maps of ADC and for six directional acquisitions, FA. The intensity values were normalized by values from normal appearing white matter (NAWM) to generate maps of normalized apparent diffusion coefficient (nADC) and normalized fractional anisotropy (nFA). The hyperintense region in the T2 weighted image was defined as the T2All region. A Mann-Whitney rank-sum test was performed on the 25th, median, and 75th nADC and nFA among the three subtypes. Logistic regression was performed to determine how well the nADC and nFA predict subtype. Lesions diagnosed as being OD had significantly lower nADC and significantly higher nFA, compared to AC. The nADC and nFA values individually classified the data with an accuracy of 87%. Combining the two did not enhance the classification. The patients with OA had nADC and nFA values between those of OD and AC. This suggests that ADC and FA may be helpful in directing tissue sampling to the most appropriate regions for taking biopsies in order to make a definitive diagnosis. Copyright (C) 2009 John Wiley & Sons, Ltd.
引用
收藏
页码:449 / 455
页数:7
相关论文
共 34 条
[1]  
Basser PJ, 1996, J MAGN RESON SER B, V111, P209, DOI 10.1016/j.jmr.2011.09.022
[2]  
BERGER MS, 1994, CANCER, V74, P1784, DOI 10.1002/1097-0142(19940915)74:6<1784::AID-CNCR2820740622>3.0.CO
[3]  
2-D
[4]   The added value of the apparent diffusion coefficient calculation to magnetic resonance imaging in the differentiation and grading of malignant brain tumors [J].
Bulakbasi, N ;
Guvenc, I ;
Onguru, O ;
Erdogan, E ;
Tayfun, C ;
Ucoz, T .
JOURNAL OF COMPUTER ASSISTED TOMOGRAPHY, 2004, 28 (06) :735-746
[5]  
Burger PC., 2002, Surgical Pathology of the Nervous System and its Coverings, VFourth
[6]   ANISOTROPIC DIFFUSION IN HUMAN WHITE MATTER - DEMONSTRATION WITH MR TECHNIQUES INVIVO [J].
CHENEVERT, TL ;
BRUNBERG, JA ;
PIPE, JG .
RADIOLOGY, 1990, 177 (02) :401-405
[7]   The effect of intravenous gadolinium-DTPA on diffusion-weighted imaging [J].
Firat, AK ;
Sanli, B ;
Karakas, HM ;
Erdem, G .
NEURORADIOLOGY, 2006, 48 (07) :465-470
[8]   Echoplanar diffusion-weighted MRI with intravenous gadolinium-DTPA [J].
Fitzek, C ;
Mentzel, HJ ;
Fitzek, S ;
Sauner, D ;
Kaiser, WA ;
Reichenbach, JR .
NEURORADIOLOGY, 2003, 45 (09) :592-597
[9]   PCV for oligodendroglial tumors: In search of prognostic factors for response and survival [J].
Fortin, D ;
Macdonald, DR ;
Stitt, L ;
Cairncross, JG .
CANADIAN JOURNAL OF NEUROLOGICAL SCIENCES, 2001, 28 (03) :215-223
[10]   INCREASED SELF-DIFFUSION OF BRAIN WATER IN NORMAL AGING [J].
GIDEON, P ;
THOMSEN, C ;
HENRIKSEN, O .
JMRI-JOURNAL OF MAGNETIC RESONANCE IMAGING, 1994, 4 (02) :185-188