Differentiation of true progression from pseudoprogression in glioblastoma treated with radiation therapy and concomitant temozolomide: Comparison study of standard and high-b-value diffusion-weighted imaging

  • Chu H.H.; 
  • Choi S.H.; 
  • Ryoo I.; 
  • Kim S.C.; 
  • Yeom J.A.; 
  • 외 11명
Citations

SCOPUS

155

초록

Purpose: To explore the role of histogram analysis of apparent diffusion coefficient (ADC) maps obtained at standard-and high-b-value (1000 and 3000 sec/mm2, respectively) diffusion-weighted (DW) imaging in the differentiation of true progression from pseudoprogression in glioblastoma treated with radiation therapy and concomitant temozolomide. Materials and Methods: This retrospective study was approved by the institutional review board of Seoul National University Hospital, and informed consent requirement was waived. Thirty patients with histopathologically proved glioblastoma who had undergone concurrent chemotherapy and radiation therapy (CCRT) with temozolomide underwent diffusion-weighted MR imaging with b values of 1000 and 3000 sec/mm2, and corresponding ADC maps were calculated from entire newly developed or enlarged enhancing lesions after completion of CCRT. Histogram parameters of each ADC map between true progression (n = 15) and pseudoprogression (n = 15) groups were compared by using the unpaired Student t test. Receiver operating characteristic analysis was used to determine the best cutoff values for predictors in the differentiation of true progression from pseudoprogression. Results were validated in an independent test set of nine patients by using the best cutoff value to predict differentiation of true progression from pseudoprogression. The accuracy of the selected best cutoff value in the independent test set was then calculated. Results: In terms of cumulative histograms, the fifth percentile of both ADC at b value of 1000 sec/mm2 (ADC1000) and the ADC at b value of 3000 sec/ mm2 (ADC3000) were significantly lower in the true progression group than in the pseudoprogression group (P = .049 and P < .001, respectively). In contrast, neither the mean ADC1000 nor the mean ADC3000 was significantly different between the two groups. The diagnostic values of the parameters derived from ADC1000 and ADC 3000 were compared, and a significant difference (0.224, P = .016) was found between the area under the receiver operating characteristic curve of the fifth percentile for ADC1000 and that for ADC3000. The accuracies were 66.7% (six of nine patients) and 88.9% (eight of nine patients) based on the fifth percentile of both ADC1000 and ADC3000 in the independent test set, respectively. Conclusion: The fifth percentile of the cumulative ADC histogram obtained at a high b value was the most promising parameter in the differentiation of true progression from pseudoprogression of the newly developed or enlarged enhancing lesions after CCRT with temozolomide for glioblastoma treatment. © RSNA, 2013.

키워드

temozolomide; adult; analytical parameters; apparent diffusion coefficient map; article; cancer chemotherapy; cancer classification; cancer growth; cancer radiotherapy; chemoradiotherapy; clinical article; controlled study; diagnostic accuracy; diagnostic test accuracy study; diffusion coefficient; diffusion weighted imaging; disease course; glioblastoma; histogram; histopathology; human; intermethod comparison; middle aged; predictive value; priority journal; receiver operating characteristic; retrospective study; sensitivity and specificity; validation study; Adult; Aged; Antineoplastic Agents, Alkylating; Brain Neoplasms; Chemoradiotherapy; Dacarbazine; Diffusion Magnetic Resonance Imaging; Disease Progression; Female; Glioblastoma; Humans; Male; Middle Aged; Retrospective Studies; Treatment Outcome
제목
Differentiation of true progression from pseudoprogression in glioblastoma treated with radiation therapy and concomitant temozolomide: Comparison study of standard and high-b-value diffusion-weighted imaging
저자
Chu H.H.; Choi S.H.; Ryoo I.; Kim S.C.; Yeom J.A.; Shin H.; Jung S.C.; Lee A.L.; Yoon T.J.; Kim T.M.; Lee S.-H.; Park C.-K.; Kim J.-H.; Sohn C.-H.; Park S.-H.; Kim I.H.
DOI
10.1148/radiol.13122024
발행일
2013
유형
Article
저널명
Radiology
권
269
호
3
페이지
831 ~ 840