Normalization of ADC does not improve correlation with overall survival in patients with high-grade glioma (HGG)

被引:20
作者
Qin, Lei [1 ,2 ]
Li, Angie [3 ,4 ]
Qu, Jinrong [3 ,5 ]
Reinshagen, Katherine [2 ,3 ,6 ]
Li, Xiang [3 ,5 ]
Cheng, Su-Chun [7 ]
Bryant, Annie [1 ,8 ]
Young, Geoffrey S. [1 ,2 ,3 ]
机构
[1] Dana Farber Canc Inst, Dept Imaging, Boston, MA 02115 USA
[2] Harvard Med Sch, Dept Radiol, Boston, MA 02115 USA
[3] Brigham & Womens Hosp, Dept Radiol, 75 Francis St, Boston, MA 02115 USA
[4] Univ Vermont, Robert Larner MD Coll Med, Burlington, VT USA
[5] Zhengzhou Univ, Dept Radiol, Affiliated Canc Hosp, Zhengzhou, Henan, Peoples R China
[6] Massachusetts Eye & Ear Infirm, Dept Radiol, Boston, MA 02114 USA
[7] Dana Farber Canc Inst, Dept Biostat & Computat Biol, Boston, MA 02115 USA
[8] Northeastern Univ, Dept Behav Neurosci, Boston, MA 02115 USA
关键词
Diffusion weighted imaging (DWI); Apparent diffusion coefficient (ADC); ADC normalization; High-grade glioma (HGG); APPARENT DIFFUSION-COEFFICIENT; GLIOBLASTOMA-MULTIFORME; ABSOLUTE; THERAPY; VALUES; VOLUME; BRAIN;
D O I
10.1007/s11060-017-2719-y
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Mixed reports leave uncertainty about whether normalization of apparent diffusion coefficient (ADC) to a within-subject white matter reference is necessary for assessment of tumor cellularity. We tested whether normalization improves the previously reported correlation of resection margin ADC with 15-month overall survival (OS) in HGG patients. Spin-echo echo-planar DWI was retrieved from 3 T MRI acquired between maximal resection and radiation in 37 adults with new-onset HGG (25 glioblastoma; 12 anaplastic astrocytoma). ADC maps were produced with the FSL DTIFIT tool (Oxford Centre for Functional MRI). 3 neuroradiologists manually selected regions of interest (ROI) in normal appearing white matter (NAWM) and in non-enhancing tumor (NT) < 2 cm from the margin of residual enhancing tumor or resection cavity. Normalized ADC (nADC) was computed as the ratio of absolute NT ADC to NAWM ADC. Reproducibility of nADC and absolute ADC among the readers' ROI was assessed using intra-class correlation coefficient (ICC) and within-subject coefficient of variation (wCV). Correlations of ADC and nADC with OS were compared using receiver operating characteristics (ROC) analysis. A p value 0.05 was considered statistically significant. Both mean ADC and nADC differed significantly between patients subgrouped by 15-month OS (p = 0.0014 and 0.0073 respectively). wCV and ICC among the readers were similar for absolute and normalized ADC. In ROC analysis of correlation with OS, nADC did not perform significantly better than absolute ADC. Normalization does not significantly improve the correlation of absolute ADC with OS in HGG, suggesting that normalization is not necessary for clinical or research ADC analysis in HGG patients.
引用
收藏
页码:313 / 319
页数:7
相关论文
共 20 条
  • [1] Diffusion-Weighted Magnetic Resonance Imaging as a Cancer Biomarker: Consensus and Recommendations
    不详
    [J]. NEOPLASIA, 2009, 11 (02): : 102 - 125
  • [2] An overview on assessing agreement with continuous measurements
    Barnhart, Huiman X.
    Haber, Michael J.
    Lin, Lawrence I.
    [J]. JOURNAL OF BIOPHARMACEUTICAL STATISTICS, 2007, 17 (04) : 529 - 569
  • [3] Applications of the Repeatability of Quantitative Imaging Biomarkers: A Review of Statistical Analysis of Repeat Data Sets
    Barnhart, Huiman X.
    Barboriak, Daniel P.
    [J]. TRANSLATIONAL ONCOLOGY, 2009, 2 (04): : 231 - 235
  • [4] Evaluation of absolute and normalized apparent diffusion coefficient (ADC) values within the post-operative T2/FLAIR volume as adverse prognostic indicators in glioblastoma
    Elson, Andrew
    Bovi, Joseph
    Siker, Malika
    Schultz, Chris
    Paulson, Eric
    [J]. JOURNAL OF NEURO-ONCOLOGY, 2015, 122 (03) : 549 - 558
  • [5] Multi-centre reproducibility of diffusion MRI parameters for clinical sequences in the brain
    Grech-Sollars, Matthew
    Hales, Patrick W.
    Miyazaki, Keiko
    Raschke, Felix
    Rodriguez, Daniel
    Wilson, Martin
    Gill, Simrandip K.
    Banks, Tina
    Saunders, Dawn E.
    Clayden, Jonathan D.
    Gwilliam, Matt N.
    Barrick, Thomas R.
    Morgan, Paul S.
    Davies, Nigel P.
    Rossiter, James
    Auer, Dorothee P.
    Grundy, Richard
    Leach, Martin O.
    Howe, Franklyn A.
    Peet, Andrew C.
    Clark, Chris A.
    [J]. NMR IN BIOMEDICINE, 2015, 28 (04) : 468 - 485
  • [6] Lymphomas and high-grade astrocytomas: Comparison of water diffusibility and histologic characteristics
    Guo, AC
    Cummings, TJ
    Dash, RC
    Provenzale, JM
    [J]. RADIOLOGY, 2002, 224 (01) : 177 - 183
  • [7] Serial MR diffusion to predict treatment response in high-grade pediatric brain tumors: a comparison of regional and voxel-based diffusion change metrics
    Gutierrez, Daniel Rodriguez
    Manita, Muftah
    Jaspan, Tim
    Dineen, Robert A.
    Grundy, Richard G.
    Auer, Dorothee P.
    [J]. NEURO-ONCOLOGY, 2013, 15 (08) : 981 - 989
  • [8] Hein PA, 2004, AM J NEURORADIOL, V25, P201
  • [9] Malignant supratentorial astrocytoma treated with postoperative radiation therapy: Prognostic value of pretreatment quantitative diffusion-weighted MR imaging
    Murakami, Ryuji
    Sugahara, Takeshi
    Nakamura, Hideo
    Hirai, Toshinori
    Kitajima, Mika
    Hayashida, Yoshiko
    Baba, Yuji
    Oya, Natsuo
    Kuratsu, Jun-ichi
    Yamashita, Yasuyuki
    [J]. RADIOLOGY, 2007, 243 (02) : 493 - 499
  • [10] Can MRI-derived factors predict the survival in glioblastoma patients treated with postoperative chemoradiation therapy?
    Nakamura, Hideo
    Murakami, Ryuji
    Hirai, Toshinori
    Kitajima, Mika
    Yamashita, Yasuyuki
    [J]. ACTA RADIOLOGICA, 2013, 54 (02) : 214 - 220