Diffusion weighted imaging in high-grade gliomas: A histogram-based analysis of apparent diffusion coefficient profile

被引:15
|
作者
Gihr, Georg [1 ]
Horvath-Rizea, Diana [1 ]
Hekeler, Elena [2 ]
Ganslandt, Oliver [3 ]
Henkes, Hans [1 ]
Hoffmann, Karl-Titus [4 ]
Scherlach, Cordula [4 ]
Schob, Stefan [5 ]
机构
[1] Katharinenhosp Stuttgart, Clin Neuroradiol, Stuttgart, Germany
[2] Katharinenhosp Stuttgart, Dept Pathol, Stuttgart, Germany
[3] Katharinenhosp Stuttgart, Clin Neurosurg, Stuttgart, Germany
[4] Univ Hosp Leipzig, Dept Neuroradiol, Leipzig, Germany
[5] Univ Hosp Halle Saale, Dept Radiol, Halle, Saale, Germany
来源
PLOS ONE | 2021年 / 16卷 / 04期
关键词
MGMT PROMOTER METHYLATION; CENTRAL-NERVOUS-SYSTEM; PROGNOSTIC VALUE; GLIOBLASTOMA; PREDICTION; MRI; CLASSIFICATION; HETEROGENEITY; CELLULARITY; SURVIVAL;
D O I
10.1371/journal.pone.0249878
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 Glioblastoma and anaplastic astrocytoma represent the most commonly encountered high-grade-glioma (HGG) in adults. Although both neoplasms are very distinct entities in context of epidemiology, clinical course and prognosis, their appearance in conventional magnetic resonance imaging (MRI) is very similar. In search for additional information aiding the distinction of potentially confusable neoplasms, histogram analysis of apparent diffusion coefficient (ADC) maps recently proved to be auxiliary in a number of entities. Therefore, our present exploratory retrospective study investigated whether ADC histogram profile parameters differ significantly between anaplastic astrocytoma and glioblastoma, reflect the proliferation index Ki-67, or are associated with the prognostic relevant MGMT (methylguanine-DNA methyl-transferase) promotor methylation status. Methods Pre-surgical ADC volumes of 56 HGG patients were analyzed by histogram-profiling. Association between extracted histogram parameters and neuropathology including WHO-grade, Ki-67 expression and MGMT promotor methylation status was investigated due to comparative and correlative statistics. Results Grade IV gliomas were more heterogeneous than grade III tumors. More specifically, ADCmin and the lowest percentile ADCp10 were significantly lower, whereas ADCmax, ADC standard deviation and Skewness were significantly higher in the glioblastoma group. ADCmin, ADCmax, ADC standard deviation, Kurtosis and Entropy of ADC histogram were significantly correlated with Ki-67 expression. No significant difference could be revealed by comparison of ADC histogram parameters between MGMT promotor methylated and unmethylated HGG. Conclusions ADC histogram parameters differ significantly between glioblastoma and anaplastic astrocytoma and show distinct associations with the proliferative activity in both HGG. Our results suggest ADC histogram profiling as promising biomarker for differentiation of both, however, further studies with prospective multicenter design are wanted to confirm and further elaborate this hypothesis.
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页数:14
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