Differentiation of pseudoprogression and real progression in glioblastoma using ADC parametric response maps

被引:42
作者
Reimer, Caroline [1 ]
Deike, Katerina [2 ]
Graf, Markus [2 ]
Reimer, Peter [3 ]
Wiestler, Benedikt [1 ,4 ,5 ]
Floca, Ralf Omar [2 ]
Kickingereder, Philipp [1 ]
Schlemmer, Heinz-Peter [2 ]
Wick, Wolfgang [5 ]
Bendszus, Martin [1 ]
Radbruch, Alexander [1 ,2 ,6 ,7 ]
机构
[1] Heidelberg Univ, Dept Neuroradiol, Med Ctr, Heidelberg, Germany
[2] Deutsch Krebsforschungszentrum DKFZ, Dept Radiol, Heidelberg, Germany
[3] Univ Freiburg, Acad Teaching Hosp, Klinikum Karlsruhe, Inst Diagnost & Intervent Radiol, Karlsruhe, Germany
[4] Tech Univ Munich, Dept Neuroradiol, Munich, Germany
[5] Heidelberg Univ, Dept Neurol, Med Ctr, Heidelberg, Germany
[6] Univ Duisburg Essen, Univ Hosp Essen, Dept Diagnost & Intervent Radiol & Neuroradiol, Essen, Germany
[7] Deutsch Krebsforschungszentrum DKFZ, German Canc Consortium DKTK, Heidelberg, Germany
关键词
FUNCTIONAL DIFFUSION MAP; HIGH-GRADE GLIOMAS; ADJUVANT TEMOZOLOMIDE; IMAGING BIOMARKER; MALIGNANT GLIOMAS; TUMOR PROGRESSION; TRUE PROGRESSION; BRAIN-TUMOR; RADIOTHERAPY; CONCOMITANT;
D O I
10.1371/journal.pone.0174620
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Purpose The purpose of this study was to investigate whether a voxel-wise analysis of apparent diffusion coefficient (ADC) values may differentiate between progressive disease (PD) and pseudoprogression (PsP) in patients with high-grade glioma using the parametric response map, a newly introduced postprocessing tool. Methods Twenty-eight patients with proven PD and seven patients with PsP were identified in this retrospective feasibility study. For all patients ADC baseline and follow-up maps on four subsequent MRIs were available. ADC maps were coregistered on contrast enhanced T1-weighted follow-up images. Subsequently, enhancement in the follow-up contrast enhanced T1-weighted image was manually delineated and a reference region of interest (ROI) was drawn in the contralateral white matter. Both ROIs were transferred to the ADC images. Relative ADC (rADC) (baseline)/reference ROI values and rADC (follow up)/reference ROI values were calculated for each voxel within the ROI. The corresponding voxels of rADC (follow up) and rADC (baseline) were subtracted and the percentage of all voxels within the ROI that exceeded the threshold of 0.25 was quantified. Results rADC voxels showed a decrease of 59.2% (1 st quartile (Q1) 36.7; 3rd quartile (Q3) 78.6) above 0.25 in patients with PD and 18.6% (Q1 3.04; Q3 26.5) in patients with PsP (p = 0.005). Receiver operating characteristic curve analysis showed the optimal decreasing rADC cut-off value for identifying PD of > 27.05% (area under the curve 0.844 +/- 0.065, sensitivity 0.86, specificity 0.86, p = 0.014). Conclusion This feasibility study shows that the assessment of rADC using parametric response maps might be a promising approach to contribute to the differentiation between PD and PsP. Further research in larger patient cohorts is necessary to finally determine its clinical utility.
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页数:11
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